Publications | Scalable Computing & Cloud Laboratory

BibTeX references
@article{compind2026,
  title = {Predictive maintenance in agricultural machinery: Activity-aware anomaly detection with language model-generated synthetic faults},
  author = {Lindia, Paolo and Cantini, Riccardo and Bettucci, Francesco and Sartori, Luigi and Trunfio, Paolo},
  journal = {Computers in Industry},
  year = {2026},
  pages = {104539},
  publisher = {Elsevier},
  number = {181},
  month = {December},
  url = {https://doi.org/10.1016/j.compind.2026.104539}
}

@article{QPK2025,
  title = {Assessing Projected Quantum Kernels for the Classification of IoT Data},
  author = {DAmore, Francesco and Mariani, Luca and Mastroianni, Carlo and Plastina, Francesco and Salatino, Luca and Settino, Jacopo and Vinci, Andrea},
  journal = {Array},
  year = {2026},
  volume = {29},
  month = {March},
  url = {https://doi.org/10.1016/j.array.2026.100695}
}

@article{compag2026,
  title = {Operational state classification of agricultural Machinery using GNSS Data: A Minimal-Input approach for field efficiency assessment},
  author = {Bettucci, Francesco and Lindia, Paolo and Trunfio, Paolo and Sartori, Luigi},
  journal = {Computers and Electronics in Agriculture},
  year = {2026},
  pages = {111193},
  publisher = {Elsevier},
  number = {240},
  month = {January},
  url = {https://doi.org/10.1016/j.compag.2025.111193}
}

@article{TNNLS-Alzheimer,
  title = {Explainable Feature Attribution in Heterogeneous Clinical-to-Text Transformer Language Models for Alzheimer’s Progression Diagnosis},
  author = {Cosentino, Cristian and D’Ercoli, Chiara and Sun, Zhongtian and Azevedo, Tiago and Bethlehem, Richard and Marozzo, Fabrizio and Lio, Pietro and Mamalakis, Michail},
  journal = {IEEE Transactions on Neural Networks and Learning Systems (TNNLS)},
  year = {2026},
  note = {To appear}
}

@inproceedings{wsc-trunfio-2026,
  title = {Generating Simulation-Ready Models by Construction Using Performance-Driven Archetypes},
  author = {Trunfio, Paolo},
  booktitle = {2026 Winter Simulation Conference (WSC), Glasgow, UK, December 6–9, 2026.},
  year = {2026}
}

@article{depr-traj-2026,
  title = {Explainable Detection of Depression Status Shifts from User Digital Traces},
  author = {Belcastro, Loris and Gervino, Francesco and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Social Network Analysis and Mining},
  year = {2026},
  note = {To appear}
}

@inproceedings{dec-making-agentic-ism26,
  title = {Improving AI-Assisted Decision Making through Agentic Knowledge Graph Reasoning},
  author = {Ozturk-Birim, Sule and Gunduz-Cure, Merve and Lio, Pietro and Marozzo, Fabrizio},
  booktitle = {8th International Conference on Industry of the Future and Smart Manufacturing (ISM 2026)},
  year = {2026},
  note = {To appear}
}

@article{ai-bridge-2026,
  title = {When AI Becomes a Bridge Across Expertise: Human-AI Collaboration and the Limits of Agentic AI},
  author = {Marozzo, Fabrizio},
  journal = {Computers in Human Behavior: Artificial Humans},
  year = {2026},
  pages = {100377},
  number = {9}
}

@inproceedings{iiot-escience2026,
  title = {LLM-Assisted Deployment Planning for Industrial IoT Workflows Across the Edge-Cloud Continuum},
  author = {Marozzo, Fabrizio and Belcastro, Loris},
  booktitle = {IEEE International eScience Conference (eScience26)},
  year = {2026},
  note = {To appear}
}

@inproceedings{ieee-swc-2026-digital,
  title = {Operational Digital Twin Instantiation for Edge-to-Cloud Service Platforms},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {IEEE Smart World Congress 2026 (IEEE SWC 2026)},
  year = {2026}
}

@book{iot-mdpi-2026,
  title = {The Internet of Things (IoT) and Its Application in Monitoring},
  author = {Stolojescu-Crisan, Cristina and Marozzo, Fabrizio},
  year = {2026},
  publisher = {MDPI},
  note = {ISBN 978-3-7258-8101-7 (Hardback); ISBN 978-3-7258-8102-4 (PDF)},
  url = {https://doi.org/10.3390/books978-3-7258-8102-4}
}

@article{ijns-2026,
  title = {Progressive Disambiguation and Sycophancy Mitigation for Prompt Uncertainty in Generative AI},
  author = {Marozzo, Fabrizio and Belcastro, Loris},
  journal = {International Journal of Neural Systems},
  year = {2026},
  url = {https://doi.org/10.1142/S0129065727500067}
}

@inproceedings{work-metr-2026,
  title = {Metrologically Grounded Graph-Augmented Multimodal AI for Surgical Video Documentation in Smart Healthcare Environments},
  author = {Cosentino, Cristian and Marozzo, Fabrizio and Felicetti, Francesco and Lamonaca, Francesco and Lio, Pietro},
  booktitle = {2026 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv)},
  year = {2026},
  pages = {301-304}
}

@book{gen-ai-llms.2026,
  title = {Generative AI and Large Language Models},
  author = {Marozzo, Fabrizio and Cantini, Riccardo},
  year = {2026},
  publisher = {MDPI},
  note = {ISBN: 978-3-7258-7703-4 (Hardback); ISBN 978-3-7258-7704-1 (PDF)},
  url = {https://doi.org/10.3390/books978-3-7258-7704-1}
}

@article{financial-future-2026,
  title = {An Auditable LLM-RAG Architecture for Financial Document Intelligence and Decision Support},
  author = {Cosentino, Cristian and Squillace, Simone and Marozzo, Fabrizio},
  journal = {Future Internet},
  year = {2026},
  volume = {18},
  pages = {284},
  number = {6},
  url = {https://doi.org/10.3390/fi18060284}
}

@article{applied-sciences-2026-ed,
  title = {The Internet of Things (IoT) and Its Application in Monitoring},
  author = {Stolojescu-Crisan, Cristina and Marozzo, Fabrizio},
  journal = {Applied Sciences},
  year = {2026},
  volume = {16},
  number = {10},
  url = {https://doi.org/10.3390/app16104998}
}

@article{gen-ai-editorial-2026,
  title = {Generative AI and Large Language Models},
  author = {Marozzo, Fabrizio and Cantini, Riccardo},
  journal = {Big Data and Cognitive Computing},
  year = {2026},
  url = {https://doi.org/10.3390/bdcc10040127}
}

@article{user-opinion-ml26,
  title = {Interpreting User Opinions: A Multidimensional Approach Leveraging Explainable AI and Generative Models},
  author = {Cosentino, Cristian and Gunduz-Cure, Merve and Marozzo, Fabrizio and Ozturk-Birim, Sule},
  journal = {Machine Learning},
  year = {2026},
  volume = {115},
  number = {140}
}

@article{machine-unlearning-perspective,
  title = {Machine Unlearning: A Perspective, Taxonomy, and Benchmark Evaluation},
  author = {Cosentino, Cristian and Gatto, Simone and Lio, Pietro and Marozzo, Fabrizio},
  journal = {Future Internet},
  year = {2026},
  volume = {18},
  pages = {174},
  number = {3}
}

@article{politic-gen-ai,
  title = {Understanding Political Polarization with Generative AI: A Large-Scale Analysis of Voter Preferences on Social Media},
  author = {Belcastro, Loris and Cosentino, Cristian and Marozzo, Fabrizio},
  journal = {IEEE Access},
  year = {2026},
  volume = {14},
  pages = {47389-47405},
  url = {https://www.doi.org/10.1109/ACCESS.2026.3677050}
}

@article{edge-cloud-continuum-survey,
  title = {Navigating the edge-cloud continuum: A state-of-practice survey},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Access},
  booktitle = {IEEE Access},
  year = {2026},
  volume = {14},
  pages = {40622-40647},
  url = {https://www.doi.org/10.1109/ACCESS.2026.3673012}
}

@article{small-llms-array-2026,
  title = {Sustainable Hybrid Text Classification: Enhancing Encoder-Only Language Models with NLI-Derived Pseudo-Examples},
  author = {Cosentino, Cristian and Folino, Francesco and Marozzo, Fabrizio and Pontieri, L.},
  journal = {Array},
  year = {2026},
  pages = {100705},
  number = {29},
  url = {https://doi.org/10.1016/j.array.2026.100705}
}

@inproceedings{Surgical-GenAI,
  title = {Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI},
  author = {Georgenthum, Hugo and Cosentino, Cristian and Marozzo, Fabrizio and Lio, Pietro},
  booktitle = {Machine Learning for Health Symposium (ML4H)},
  year = {2026}
}

@article{dyn-hash-tcss,
  title = {Dynamic Hashtag Recommendation in Social Media with Trend Shift Detection and Adaptation},
  author = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Transactions on Computational Social Systems},
  year = {2026},
  volume = {13},
  pages = {1989-2001},
  number = {2},
  url = {https://doi.org/10.1109/TCSS.2025.3621724}
}

@article{cyberrag-fgcs,
  title = {CyberRAG: An Agentic RAG cyber attack classification and reporting tool},
  author = {Blefari, Francesco and Cosentino, Cristian and Pironti, Francesco Aurelio and Furfaro, Angelo and Marozzo, Fabrizio},
  journal = {Future Generation Computer Systems
},
  year = {2026},
  volume = {176},
  pages = {108186},
  url = {https://doi.org/10.1016/j.future.2025.108186}
}

@article{llms-fgcs-2026,
  title = {Enhancing Network Security Using Knowledge Graphs and Large Language Models for Explainable Threat Detection},
  author = {Belcastro, Loris and Carlucci, Carmine and Cosentino, Cristian and Lio, Pietro and Marozzo, Fabrizio},
  journal = {Future Generation Computer Systems},
  year = {2026},
  volume = {176},
  pages = {108160},
  url = {https://doi.org/10.1016/j.future.2025.108160}
}

@article{QuantumReservoir2025,
  title = {Memory-Augmented Hybrid Quantum Reservoir Computing},
  author = {Settino, Jacopo and Salatino, Luca and Mariani, Luca and DAmore, Francesco and Channab, Marwan and Bozzolo, Ludovico and Vallisa, S and Barilla, Paola and Policicchio, Antonio and Lo Gullo, Nicola and Giordano, Andrea and Mastroianni, Carlo and Plastina, Francesco},
  journal = {Physical Review Applied},
  year = {2025},
  volume = {24},
  number = {2},
  month = {August},
  url = {https://journals.aps.org/prapplied/abstract/10.1103/wzwv-7rk2}
}

@article{fgcs-2025-energy,
  title = {Enhancing energy efficiency in cloud computing through regression models: A data-driven approach with experimental validation},
  author = {Cesario, Eugenio and Lindia, Paolo and Lobello, Federica and Vinci, Andrea and Capalbo, Santina},
  journal = {Future Generation Computer Systems},
  year = {2025},
  url = {https://doi.org/10.1016/j.future.2025.108245}
}

@inproceedings{GECCO25,
  title = {Applying Multi-Objective Differential Evolution for IoT Application Design in the Edge-Cloud Continuum},
  author = {Folino, Gianluigi and Gentile, Antonio Francesco and Varchera, Rosa and Vinci, Andrea},
  booktitle = {GECCO '25 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion},
  year = {2025},
  url = {https://doi.org/10.1145/3712255.3734265}
}

@inproceedings{pdp-2025-efficiency,
  title = {Improving Cloud Energy Efficiency through Machine Learning Models},
  author = {Cesario, Eugenio and Lindia, Paolo and Lobello, Federica and Vinci, Andrea and Zarin, Shabnam and Capalbo, Santina},
  booktitle = {33rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP)},
  year = {2025},
  url = {https://doi.org/10.1109/PDP66500.2025.00041}
}

@article{tcss-disaster,
  title = {Multistakeholder Disaster Insights from Social Media Using Large Language Models},
  author = {Belcastro, Loris and Cosentino, Cristian and Marozzo, Fabrizio and Gunduz-Cure, Merve and Ozturk-Birim, Sule},
  journal = {IEEE Transactions on Computational Social Systems},
  year = {2025},
  url = {https://doi.org/10.1109/TCSS.2025.3631137}
}

@inproceedings{genai-edgecloud-picom2026,
  title = {Generative AI for Optimizing Service Mapping in the Edge-Cloud Continuum},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Presta, Aleandro},
  booktitle = {IEEE International Conference on Pervasive Intelligence and Computing (PICom 2025)},
  year = {2025},
  url = {https://doi.org/10.1109/PICom68402.2025.00013}
}

@inproceedings{secflow-gecoin-25,
  title = {SecFlow: An Agentic LLM-Based Framework for Modular Cyberattack Analysis and Explainability},
  author = {Blefari, Francesco and Cosentino, Cristian and Furfaro, Angelo and Marozzo, Fabrizio and Pironti, Francesco Aurelio},
  booktitle = {CEUR Workshop Proceedings 2025},
  year = {2025},
  volume = {4075}
}

@inproceedings{ecai-topic-2025,
  title = {Neural Topic Modeling in Social Media by Clustering Latent Hashtag Representations},
  author = {Cantini, Riccardo and Cosentino, Cristian and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {28th European Conference on Artificial Intelligence (ECAI-2025)},
  year = {2025},
  pages = {146 - 153},
  url = {https://doi.org/10.3233/FAIA250800}
}

@inproceedings{product-comp-ds25,
  title = {From Reviews to Results: Generative AI for Review-Driven Product and Service Comparisons},
  author = {Cosentino, Cristian and Gunduz-Cure, Merve and Marozzo, Fabrizio and Ozturk-Birim, Sule},
  booktitle = {28th International Conference on Discovery Science (DS2025)},
  year = {2025},
  pages = {78â€“93},
  url = {https://doi.org/10.1007/978-3-032-05461-6_6}
}

@inproceedings{fed-edge-cloud-2025,
  title = {Federated Learning in the Edge-Cloud Continuum: A Task-Based Approach with Colony},
  author = {Belcastro, Loris and Gabriele, Nicola and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo and Badia, RosaM. and Lordan, Francesc},
  booktitle = {Euro-Par Workshops},
  year = {2025},
  pages = {19-31}
}

@article{mental-osnem-2025,
  title = {Detecting mental disorder on social media: a ChatGPT-augmented explainable approach},
  author = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Online Social Networks and Media},
  year = {2025},
  volume = {48},
  pages = {100321},
  url = {https://doi.org/10.1016/j.osnem.2025.100321}
}

@inproceedings{Ital-IA-2025,
  title = {Advancing Green and Fair AI: A Research Perspective on Environmental and Social Sustainability},
  author = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {5th National Conference on Artificial Intelligence (Ital-IA 2025)},
  year = {2025}
}

@inproceedings{ecml-pkdd-marozzo-2025,
  title = {Balanced and Token-Efficient Summarization of User Reviews via Stratified Sampling and Large Language Models},
  author = {Belcastro, Loris and Cosentino, Cristian and Lio, Pietro and Marozzo, Fabrizio},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
  year = {2025},
  pages = {290â€“306},
  url = {https://doi.org/10.1007/978-3-032-06078-5_17}
}

@inproceedings{europar-2025-copression,
  title = {Scalable Compression of Massive Data Collections on HPC Systems},
  author = {Belcastro, Loris and Ferragina, Paolo and Manzini, Giovanni and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {International European Conference on Parallel and Distributed Computing (Euro-Par 2025)},
  year = {2025},
  pages = {321--334},
  url = {https://doi.org/10.1007/978-3-031-99857-7_23}
}

@inproceedings{prompt-ambiguities,
  title = {Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach},
  author = {Marozzo, Fabrizio},
  booktitle = {21st International Conference on Artificial Intelligence Applications and Innovations (AIAI 2025)},
  year = {2025},
  pages = {210-224},
  url = {https://doi.org/10.1007/978-3-031-96228-8_16}
}

@incollection{ai-healthcare-chapter,
  title = {Shedding Light Inside the Black Box: Techniques for Explainable Artificial Intelligence in Healthcare},
  author = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Explainable Machine Intelligence in Healthcare},
  year = {2025},
  pages = {57-72},
  url = {https://doi.org/10.1007/978-3-031-91379-2_4}
}

@inproceedings{drone-edgecloud-pdp2025,
  title = {Empowering Efficient Drone Monitoring with Low-Latency Edge-Cloud Continuum Platforms},
  author = {Belcastro, Loris and Cosentino, Cristian and Marozzo, Fabrizio and Presta, Aleandro and Trunfio, Paolo},
  booktitle = {33rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2025)},
  year = {2025},
  pages = {333-340}
}

@article{llms-disaster-monitoring-2024,
  title = {Harnessing Prompt-based Large Language Models for Disaster Monitoring and Automated Reporting from Social Media Feedback},
  author = {Cantini, Riccardo and Cosentino, Cristian and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Online Social Networks and Media},
  year = {2025},
  volume = {45},
  pages = {100295},
  url = {https://doi.org/10.1016/j.osnem.2024.100295}
}

@article{topic-multimodal-ML-2024,
  title = {Unmasking Deception: A Topic-Oriented Multimodal Approach to Uncover False Information on Social Media},
  author = {Cantini, Riccardo and Cosentino, Cristian and Kilanioti, Irene and Marozzo, Fabrizio and Talia, Domenico},
  journal = {Machine Learning},
  year = {2025},
  volume = {114},
  number = {13},
  url = {https://doi.org/10.1007/s10994-024-06727-4}
}

@inproceedings{IIoT-ISM2024,
  title = {Developing Platform-Agnostic IIoT Applications in Edge-Cloud Environments},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Presta, Aleandro and Varchera, Rosa and Vinci, Andrea},
  booktitle = {International Conference on Industry 4.0 & Smart Manufacturing 2024 (ISM 2024)},
  year = {2025},
  volume = {253},
  pages = {2106-2115},
  url = {https://doi.org/10.1016/j.procs.2025.01.271}
}

@inproceedings{PQK2024,
  title = {Projected Quantum Kernel for IoT Data Analysis},
  author = {DAmore, Francesco and Mariani, Luca and Mastroianni, Carlo and Settino, Jacopo and Vinci, Andrea},
  booktitle = {Proc. of the 2024 IEEE Conference on Pervasive and Intelligent Computing (PICom)},
  year = {2024},
  address = {Boracay Island, Malay, Philippines},
  month = {November}
}

@article{GibbsState2024,
  title = {Variational Gibbs state preparation on noisy intermediate-scale quantum devices},
  author = {Consiglio, Mirko and Settino, Jacopo and Giordano, Andrea and Mastroianni, Carlo and Plastina, Francesco and Lorenzo, Salvatore and Maniscalco, Sabrina and Goold, John and Apollaro, Tony},
  journal = {Physical Review A},
  year = {2024},
  volume = {110},
  pages = {012445},
  number = {1},
  month = {July}
}

@article{CognitiveBuildings2024,
  title = {Leveraging distributed AI for multi-occupancy prediction in Cognitive Buildings},
  author = {Khan, Irfanullah and Cicirelli, Franco and Greco, Emilio and Guerrieri, Antonio and Mastroianni, Carlo and Scarcello, Luigi and Spezzano, Giandomenico and Vinci, Andrea},
  journal = {Internet of Things},
  year = {2024},
  volume = {26},
  month = {July}
}

@inproceedings{TutorialVQA2024,
  title = {Tutorial on Variational Quantum Algorithms for Resource Management in Cloud/Edge Architectures},
  author = {Mastroianni, Carlo and Vinci, Andrea},
  booktitle = {33rd International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2024},
  year = {2024},
  publisher = {IEEE},
  address = {Pisa, Italy},
  month = {June}
}

@inproceedings{TalTruHPDC24,
  title = {Programming Tools for High-Performance Data Analysis},
  author = {Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2024)},
  year = {2024},
  pages = {352--355},
  publisher = {ACM Press},
  address = {Pisa, Italy},
  note = {ISBN 979-8-4007-0413-0},
  month = {June},
  url = {https://doi.org/10.1145/3625549.3660509}
}

@article{VQA-Cloud-Edge,
  title = {Variational Quantum Algorithms for the Allocation of Resources in a Cloud/Edge Architecture},
  author = {Mastroianni, Carlo and Plastina, Francesco and Settino, Jacopo and Vinci, Andrea},
  journal = {IEEE Transactions on Quantum Engineering},
  year = {2024},
  month = {May}
}

@article{2023TSG,
  title = {Assessing Quantum Computing Performance for Energy Optimization in a Prosumer Community},
  author = {Mastroianni, Carlo and Plastina, Francesco and Scarcello, Luigi and Settino, Jacopo and Vinci, Andrea},
  journal = {IEEE Transactions on Smart Grid},
  year = {2024},
  volume = {15},
  number = {1},
  month = {January}
}

@article{crim-jofb-2024,
  title = {Multi-density crime predictor: an approach to forecast criminal activities in multi-density crime hotspots},
  author = {Cesario, Eugenio and Lindia, Paolo and Vinci, Andrea},
  journal = {Journal of Big Data},
  year = {2024},
  url = {https://doi.org/10.1186/s40537-024-00935-4}
}

@article{iot-j-2024,
  title = {Leveraging distributed AI for multi-occupancy prediction in Cognitive Buildings},
  author = {Khan, Irfanullah and Cicirelli, Franco and Greco, Emilio and Guerrieri, Antonio and Mastroianni, Carlo and Scarcello, Luigi and Spezzano, Giandomenico and Vinci, Andrea},
  journal = {Internet of Things},
  year = {2024},
  url = {https://doi.org/10.1016/j.iot.2024.101181}
}

@article{fgcs-2024-crime,
  title = {A scalable multi-density clustering approach to detect city hotspots in a smart city},
  author = {Cesario, Eugenio and Lindia, Paolo and Vinci, Andrea},
  journal = {Future Generation Computer Systems},
  year = {2024},
  url = {https://doi.org/10.1016/j.future.2024.03.042}
}

@inproceedings{ASONAM2024,
  title = {A Deep Neural Framework for Fault Detection in IoT-Based Sensor Networks},
  author = {Cicero, Simona and Guarascio, Massimo and Guerrieri, Antonio and Mungari, Simone and Vinci, Andrea},
  booktitle = {Advances in Social Networks Analysis and Mining (ASONAM 2024)},
  year = {2024},
  url = {https://doi.org/10.1007/978-3-031-85386-9_10}
}

@inproceedings{HPDC-2024,
  title = {Tutorial on Variational Quantum Algorithms for Resource Management in Cloud/Edge Architectures},
  author = {Mastroianni, Carlo and Vinci, Andrea},
  booktitle = {HPDC '24: Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computin},
  year = {2024},
  url = {https://doi.org/10.1145/3625549.366050}
}

@inproceedings{quantum-23,
  title = {Quantum Computing Management of a Cloud/Edge Architecture},
  author = {Mastroianni, Carlo and Scarcello, Luigi and Vinci, Andrea},
  booktitle = {CF '23: Proceedings of the 20th ACM International Conference on Computing Frontiers},
  year = {2024},
  url = {https://doi.org/10.1145/3587135.359219}
}

@inproceedings{insider-smart-cities-2024,
  title = {Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Orsino, Alessio and Presta, Aleandro and Vinci, Andrea},
  booktitle = {15th IFIP Wireless and Mobile Networking Conference (WMNC 2024)},
  year = {2024},
  pages = {589-594},
  url = {https://doi.org/10.1109/DCOSS-IoT61029.2024.00092}
}

@inproceedings{edge-cloud-picom-2024,
  title = {Estimating performances of Application Deployment on Distributed IoT-Edge-Cloud Infrastructures},
  author = {Marozzo, Fabrizio and Presta, Aleandro and Varchera, Rosa and Vinci, Andrea},
  booktitle = {22nd IEEE International Conference on Pervasive Intelligence and Computing (PICom 2024)},
  year = {2024},
  pages = {156-161},
  url = {http://dx.doi.org/10.1109/PICom64201.2024.00029}
}

@inproceedings{user-reviews-ds2024,
  title = {Exploiting Large Language Models for Enhanced Review Classification Explanations Through Interpretable and Multidimensional Analysis},
  author = {Cosentino, Cristian and Gunduz-Cure, Merve and Marozzo, Fabrizio and Ozturk-Birim, Sule},
  booktitle = {27th International Conference on Discovery Science (DS2024)},
  year = {2024},
  pages = {3-18},
  url = {https://doi.org/10.1007/978-3-031-78977-9_1}
}

@inproceedings{multi-class-LLMs-AIAI2024,
  title = {Multi-Dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models},
  author = {Cantini, Riccardo and Cosentino, Cristian and Marozzo, Fabrizio},
  booktitle = {20th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2024)},
  year = {2024},
  pages = {100--114}
}

@inproceedings{plat-ind-dcoss-2024,
  title = {Design of Platform-Independent IoT Applications in the Edge-Cloud Continuum},
  author = {Marozzo, Fabrizio and Vinci, Andrea},
  booktitle = { 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)},
  year = {2024},
  pages = {589-594},
  url = {http://dx.doi.org/10.1109/DCOSS-IoT61029.2024.00092}
}

@inproceedings{spark-ML-dcoss2024,
  title = {A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Presta, Aleandro and Talia, Domenico},
  booktitle = {20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)},
  year = {2024},
  pages = {576-582},
  url = {http://dx.doi.org/10.1109/DCOSS-IoT61029.2024.00090}
}

@inproceedings{trasp-pdp24,
  title = {An Innovative Control Approach for Cyber-Physical Transportation Systems: The Case of Monte-Carlo Workflow Computations},
  author = {Kashansky, Vladislav and Kashani, Sara Agha Hossein and Garcia-Blas, Javier and Marozzo, Fabrizio and Zhuge, Hai and Sun, Xiaoping},
  booktitle = {32nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2024)},
  year = {2024},
  pages = {153-160}
}

@article{ParSoDA-Py,
  title = {Boosting HPC Data Analysis Performance with the ParSoDA-Py Library},
  author = {Belcastro, Loris and Giampà, Salvatore and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo and Badia, Rosa M. and Ejarque, Jorge and Mammadli, Nihad},
  journal = {Journal of Supercomputing},
  year = {2024},
  url = {https://doi.org/10.1007/s11227-023-05883-z}
}

@article{block-size-HPC-2024,
  title = {Block size estimation for data partitioning in HPC applications using machine learning techniques},
  author = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo and Badia, Rosa M. and Ejarque, Jorge and Vazquez-Novoa, Fernando},
  journal = {Journal of Big Data},
  year = {2024},
  volume = {11},
  number = {19},
  url = {https://doi.org/10.1186/s40537-023-00862-w}
}

@incollection{chap-cloud-ide-2ed,
  title = {Infrastructures for High-Performance Computing: Cloud Computing Development Environments},
  author = {Cosentino, Cristian and Marozzo, Fabrizio and Trunfio, Paolo},
  booktitle = {Reference Module in Life Sciences},
  year = {2024},
  note = {ISBN: 978-0-12-809633-8},
  url = {https://doi.org/10.1016/B978-0-323-95502-7.00007-5}
}

@incollection{chap-cloud-infr-2ed,
  title = {Infrastructures for High-Performance Computing: Cloud Infrastructures},
  author = {Belcastro, Loris and Cosentino, Cristian and Marozzo, Fabrizio},
  booktitle = {Reference Module in Life Sciences},
  year = {2024},
  publisher = {Elsevier},
  note = {ISBN: 978-0-12-809633-8},
  url = {https://doi.org/10.1016/B978-0-323-95502-7.00006-3}
}

@incollection{chap-cloud-comp-2ed,
  title = {Infrastructures for High-Performance Computing: Cloud Computing},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Trunfio, Paolo},
  booktitle = {Reference Module in Life Sciences},
  year = {2024},
  publisher = {Elsevier},
  note = {ISBN: 978-0-12-809633-8},
  url = {https://doi.org/10.1016/B978-0-323-95502-7.00005-1}
}

@book{big-data-book-big-data,
  title = {Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs},
  author = {Talia, Domenico and Trunfio, Paolo and Marozzo, Fabrizio and Belcastro, Loris and Cantini, Riccardo and Orsino, Alessio},
  year = {2024},
  publisher = {World Scientific},
  note = {ISBN: 978-1-80061-504-5},
  url = {http://dx.doi.org/10.1142/q0444}
}

@incollection{chapter-iot-speaker-2023,
  title = {Evaluating the performance of a multimodal speaker tracking system at the edge-to-cloud continuum},
  author = {Orsino, Alessio and Cantini, Riccardo and Marozzo, Fabrizio},
  booktitle = {Device-Edge-Cloud Continuum - Paradigms, Architectures and Applications},
  year = {2024},
  pages = {155-166},
  url = {https://doi.org/10.1007/978-3-031-42194-5_9}
}

@incollection{chapter-iot-deep-2023,
  title = {Deep learning meets smart agriculture: using LSTM networks to handle anomalous and missing sensor data in the compute continuum},
  author = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio},
  booktitle = {Device-Edge-Cloud Continuum - Paradigms, Architectures and Applications},
  year = {2024},
  pages = {141-153}
}

@inproceedings{AldinucciWorks2023,
  title = {A Systematic Mapping Study of Italian Research on Workflows},
  author = {Aldinucci, Marco and Baralis, Elena Maria and Cardellini, Valeria and Colonnelli, Iacopo and Danelutto, Marco and Decherchi, Sergio and Di Modica, Giuseppe and Ferrucci, Luca and Gribaudo, Marco and Iannone, Francesco and Lapegna, Marco and Medic, Doriana and Muscianisi, Giuseppa and Righetti, Francesca and Sciacca, Eva and Tonellotto, Nicola and Tortonesi, Mauro and Trunfio, Paolo and Vardanegha, Tullio},
  booktitle = {Proceedings of the 19th Workshop on Workflows in Support of Large-Scale Science (Works 2023)},
  year = {2023},
  pages = {2065--2076},
  publisher = {ACM Press},
  address = {Denver, CO, USA},
  note = {ISBN 979-8-4007-0785-8},
  month = {November},
  url = {https://doi.org/10.1145/3624062.3624285}
}

@article{Sustainability2023,
  title = {Improved Low-Cost Home Energy Management Considering User Preferences with Photovoltaic and Energy-Storage Systems},
  author = {Tutkun, Nedim and Scarcello, Luigi and Mastroianni, Carlo},
  journal = {Sustainability},
  year = {2023},
  month = {May},
  url = {https://doi.org/10.3390/su15118739}
}

@inproceedings{CF2023,
  title = {Quantum Computing Management of a Cloud/Edge Architecture},
  author = {Mastroianni, Carlo and Scarcello, Luigi and Vinci, Andrea},
  booktitle = {in 20th ACM International Conference on Computing Frontiers 2023 (CF 2023), Bologna, Italy},
  year = {2023},
  month = {May},
  url = {https://dl.acm.org/doi/abs/10.1145/3587135.3592190}
}

@article{TalTruCOMP23,
  title = {Urgent Computing for Protecting People From Natural Disasters},
  author = {Talia, Domenico and Trunfio, Paolo},
  journal = {Computer},
  year = {2023},
  volume = {56},
  pages = {131-134},
  number = {4},
  month = {April},
  url = {https://ieeexplore.ieee.org/document/10098217}
}

@article{2023SciRep,
  title = {A hybrid classical-quantum approach to speed-up Q-learning},
  author = {Sannia, Antonio and Giordano, Andrea and Lo Gullo, Nicola and Mastroianni, Carlo and Plastina, Francesco},
  journal = {Scientific Reports},
  year = {2023},
  volume = {13},
  number = {3913},
  month = {March}
}

@article{algorithms-cripto-2023,
  title = {Enhancing Cryptocurrency Price Forecasting: Integrating Machine Learning with Social Media and Market Data},
  author = {Belcastro, Loris and Carbone, Domenico and Cosentino, Cristian and Marozzo, Fabrizio and Trunfio, Paolo},
  journal = {Algorithms},
  year = {2023},
  number = {12},
  url = {https://doi.org/10.3390/a16120542}
}

@incollection{CognitiveBook2023,
  title = {Cognitive Systems for Energy Efficiency and Thermal Comfort in Smart Buildings},
  author = {Scarcello, Luigi and Mastroianni, Carlo},
  editor = {Cicirelli, Franco and Guerrieri, Antonio and Vinci, Andrea and Spezzano, Giandomenico},
  booktitle = {IoT Edge Solutions for Cognitive Buildings},
  year = {2023},
  publisher = {Springer Berlin},
  series = {Internet of Things}
}

@inproceedings{false-information-topic-ds23,
  title = {Unmasking COVID-19 False Information on Twitter: a Topic-based Approach with BERT},
  author = {Cantini, Riccardo and Cosentino, Cristian and Kilanioti, Irene and Marozzo, Fabrizio and Talia, Domenico},
  booktitle = {26th International Conference on Discovery Science (DS2023)},
  year = {2023},
  volume = {14276},
  pages = {126-140},
  url = {https://doi.org/10.1007/978-3-031-45275-8_9}
}

@inproceedings{social-good-2023,
  title = {Intelligent and Sustainable Transportation through Multi-Objective Model for the Logistic Route-Order Dispatching System},
  author = {Kashansky, Vladislav and Hossein Kashani, Sara Agha and Zhuge, Hai and Garcia-Blas, Javier and Marozzo, Fabrizio},
  booktitle = {The 2023 ACM International Conference on Information Technology for Social Good (GoodIT 2023)},
  year = {2023},
  url = {https://doi.org/10.1145/3582515.3609578}
}

@book{book-bigdata-2023,
  title = {Review Papers in Big Data, Cloud-Based Data Analysis and Learning Systems},
  author = {Talia, Domenico and Marozzo, Fabrizio},
  year = {2023},
  note = {ISBN 978-3-0365-8000-5 (hardback); ISBN 978-3-0365-8001-2 (PDF)},
  url = {https://doi.org/10.3390/books978-3-0365-8001-2}
}

@misc{preface-jofphysics,
  title = {Preface of the International Conference on Algorithms, Network and Computer Technology (ICANCT 2022)},
  author = {Marozzo, Fabrizio},
  year = {2023},
  howpublished = {Journal of Physics: Conference Series},
  url = {https://dx.doi.org/10.1088/1742-6596/2424/1/011001}
}

@inproceedings{ml-edge-cloud-dcoss-2023,
  title = {Scaling machine learning at the edge-cloud: a distributed computing perspective},
  author = {Marozzo, Fabrizio and Orsino, Alessio and Trunfio, Paolo and Talia, Domenico},
  booktitle = { 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)},
  year = {2023},
  pages = {761-767},
  address = {Pafos, Cyprus}
}

@article{editorial-bdcc-2023,
  title = {Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems},
  author = {Marozzo, Fabrizio and Talia, Domenico},
  journal = {Big Data and Cognitive Computing},
  year = {2023},
  volume = {7},
  number = {2},
  url = {https://doi.org/10.3390/bdcc7020104}
}

@article{edge-cloud-2023-ieee-access,
  title = {Edge-cloud continuum solutions for urban mobility prediction and planning},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Access},
  year = {2023},
  volume = {11},
  pages = {38864-38874},
  url = {https://www.doi.org/10.1109/ACCESS.2023.3267471}
}

@inproceedings{edge-cloud-urban-mobility-pdp2023,
  title = {Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2023)},
  year = {2023},
  pages = {338-344},
  url = {https://doi.org/10.1109/PDP59025.2023.00058}
}

@incollection{edgecloud-aut-vehicles,
  title = {Hybrid edge/cloud solutions for supporting autonomous vehicles},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Orsino, Alessio},
  booktitle = {Advances in Autonomous Vehicle Systems},
  year = {2023},
  url = {https://doi.org/10.1201/9781032629537-9}
}

@inproceedings{Picom2022,
  title = {Quantum Computing Approach for Energy Optimization in a Prosumer Community},
  author = {Mastroianni, Carlo and Scarcello, Luigi and Settino, Jacopo},
  booktitle = {20th IEEE International Conference on Pervasive Intelligence and Computing  (PICom 2022)},
  year = {2022},
  month = {September}
}

@article{Energies2022,
  title = {Edge Computing Parallel Approach for Efficient Energy Sharing in a Prosumer Community},
  author = {Scarcello, Luigi and Giordano, Andrea and Mastroianni, Carlo},
  journal = {Energies, MDPI},
  year = {2022},
  month = {June},
  url = {http://dx.doi.org/10.3390/en15134543}
}

@article{IEEETGCN_edge_intelligence,
  title = {Guest Editorial Special Issue on Edge Intelligence for Sustainable Smart Environments},
  author = {Mastroianni, Carlo and Cicirelli, Franco and Jia, Min and Maharjan, Sabita and Taylor, Ian},
  journal = {IEEE Transactions on Green Communications and Networking},
  year = {2022},
  volume = {6},
  number = {1},
  month = {March}
}

@article{Heliyon2022,
  title = {Cascade computing model to optimize energy exchanges in prosumer communities},
  author = {Scarcello, Luigi and Giordano, Andrea and Mastroianni, Carlo and Spezzano, Giandomenico},
  journal = {Heliyon, Elsevier},
  year = {2022},
  volume = {8},
  number = {2},
  month = {February},
  url = {https://doi.org/10.1016/j.heliyon.2022.e08902}
}

@article{2022THMS,
  title = {Pursuing Energy Saving and Thermal Comfort With a Human-Driven DRL Approach},
  author = {Scarcello, Luigi and Cicirelli, Franco and Guerrieri, Antonio and Mastroianni, Carlo and Spezzano, Giandomenico and Vinci, Andrea},
  journal = {IEEE Transactions on Human-Machine Systems},
  year = {2022}
}

@incollection{cloud-big-ency-2022,
  title = {Cloud Computing for Big Data Analysis},
  author = {Marozzo, Fabrizio and Belcastro, Loris},
  editor = {Zomaya, Albert and Taheri, Javid and Sakr, Sherif},
  booktitle = {Encyclopedia of Big Data Technologies},
  year = {2022},
  note = {ISBN 978-3-319-63962-8},
  url = {https://doi.org/10.1007/978-3-319-63962-8_136-2}
}

@incollection{workflow-big-ency-2022,
  title = {Workflow systems for Big data analysis},
  author = {Belcastro, Loris and Marozzo, Fabrizio},
  editor = {Zomaya, Albert and Taheri, Javid and Sakr, Sherif},
  booktitle = {Encyclopedia of Big Data Technologies},
  year = {2022},
  pages = {1-7},
  note = {ISBN 978-3-319-63962-8},
  url = {https://doi.org/10.1007/978-3-319-63962-8_137-2}
}

@inproceedings{topic-det-track-2022,
  title = {Topic Detection and Tracking in Social Media Platforms},
  author = {Cantini, Riccardo and Marozzo, Fabrizio},
  booktitle = {EAI International Conference on Pervasive knowledge and collective intelligence on Web and Social Media (EAI PerSoM 2022)},
  year = {2022},
  pages = {41-56},
  url = {https://doi.org/10.1007/978-3-031-31469-8_3}
}

@article{appsci-cloud-big-data-2022,
  title = {Cloud Computing for Big Data Analysis},
  author = {Marozzo, Fabrizio and Belcastro, Loris},
  journal = {Applied Sciences},
  year = {2022},
  volume = {12},
  howpublished = {Applied Sciences},
  number = {20},
  url = {https://doi.org/10.3390/app122010567}
}

@inproceedings{hpc-bigd-dcex-2022,
  title = {Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model},
  author = {Garcia-Blas, Javier and Fernandez, Javier and Carretero, Jesus and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo and Martin de Blas, Daniel and Fernandez-Pena, Alberto},
  booktitle = {IEEE 34th International Symposium on Computer Architecture and High Performance Computing},
  year = {2022},
  pages = {130-139},
  url = {https://doi.org/10.1109/SBAC-PAD55451.2022.00024}
}

@inproceedings{Dis-ML-IoT-2022,
  title = {Edge Computing Solutions for Distributed Machine Learning},
  author = {Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {IEEE International Conference on Cloud and Big Data Computing (CBDCom)},
  year = {2022},
  pages = {1-8},
  url = {https://doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927824}
}

@article{2020-US-Election-Analysis,
  title = {Analyzing voter behavior on social media during the 2020 US presidential election campaign},
  author = {Belcastro, Loris and Branda, Francesco and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Social Network Analysis and Mining},
  year = {2022},
  url = {https://www.doi.org/10.1007/s13278-022-00913-9}
}

@article{worflow-HPC-DA-AI,
  title = {Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence},
  author = {Ejarque, Jorge and Badia, Rosa M. and Albertin, LoÃ¯c and Aloisio, Giovanni and Baglione, Enrico and Becerra, Yolanda and Boschert, Stefan and Berlin, Julian R. and D'Anca, Alessandro and Elia, Donatello and Exertier, FranÃ§ois and Fiore, Sandro and Flich, JosÃ© and Folch, Arnau and Gibbons, Steven J. and Koldunov, Nikolay and Lordan, Francesc and Lorito, Stefano and Lovholt, Finn and Macias, Jorge and Marozzo, Fabrizio and Michelini, Alberto and Monterrubio-Velasco, Marisol and Pienkowska, Marta and De la Puente, Josep and Queralt, Anna and Quintana-OrtÃ, Enrique S. and RodrÃguez, Juan E. and Romano, Fabrizio and Rossi, Riccardo and Rybicki, Jedrzej and Kupczyk, Miroslaw and Selva, Jacopo and Talia, Domenico and Tonini, Roberto and Trunfio, Paolo and Volpe, Manuela},
  journal = {Future Generation Computer Systems},
  year = {2022},
  url = {https://doi.org/10.1016/j.future.2022.04.014}
}

@article{kdd-socialdata-22,
  title = {Knowledge Discovery From Large Amounts Of Social Media Data},
  author = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio},
  journal = {Applied Sciences},
  year = {2022},
  volume = {12},
  number = {3},
  url = {https://doi.org/10.3390/app12031209}
}

@article{pol2-bot-spam,
  title = {Analyzing Political Polarization on Social Media by Deleting Bot Spamming},
  author = {Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Big Data and Cognitive Computing},
  year = {2022},
  volume = {1},
  number = {6},
  url = {https://www.doi.org/10.3390/bdcc6010003}
}

@article{big-data-analysis-survey,
  title = {Programming Big Data Analysis: Principles and Solutions},
  author = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo},
  journal = {Journal of Big Data},
  year = {2022},
  volume = {9},
  number = {4},
  url = {https://www.doi.org/10.1186/s40537-021-00555-2}
}

@article{HASHET-TKDD-2022,
  title = {Learning sentence-to-hashtags semantic mapping for hashtag recommendation on microblogs},
  author = {Cantini, Riccardo and Marozzo, Fabrizio and Bruno, Giovanni and Trunfio, Paolo},
  journal = {ACM Transactions on Knowledge Discovery from Data},
  year = {2022},
  volume = {16},
  pages = {1-26},
  number = {2},
  url = {https://doi.org/10.1145/3466876}
}

@incollection{HPC-microarray,
  title = {High performance framework to analyze microarray data},
  author = {Marozzo, Fabrizio and Belcastro, Loris},
  booktitle = {Microarray Data Analysis: Methods and Protocols},
  year = {2022},
  volume = {2401 },
  pages = {13-27},
  publisher = {Springer},
  url = {https://doi.org/10.1007/978-1-0716-1839-4_2}
}

@inproceedings{smc2021-iot,
  title = {IoT platforms and services configuration through parameter sweep: a simulation-based approach},
  author = {Barbieri, Alessandro and Marozzo, Fabrizio and Savaglio, Claudio},
  booktitle = {2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
  year = {2021},
  pages = {1803-1808},
  month = {October}
}

@inproceedings{ICHMS2021,
  title = {Balancing Energy Consumption and Thermal Comfort with Deep Reinforcement Learning},
  author = {Cicirelli, Franco and Guerrieri, Antonio and Mastroianni, Carlo and Scarcello, Luigi and Spezzano, Giandomenico and Vinci, Andrea},
  booktitle = {2021 IEEE International Conference on Human-Machine Systems (ICHMS)},
  year = {2021},
  address = {Magdeburg, Germany},
  month = {October},
  url = {http://dx.doi.org/10.1109/ICHMS53169.2021.9582638}
}

@inproceedings{rtsi-ecommerce-2021,
  title = {A visual tool for reducing returns in e-commerce platforms},
  author = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Passarelli, Martina and Trunfio, Paolo},
  booktitle = {6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021)},
  year = {2021},
  pages = {474-479},
  month = {September}
}

@inproceedings{closer2020-cloud-bigdata,
  title = {Cloud computing for enabling Big Data analysis},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {The 10th International Conference on Cloud Computing and Services Science (CLOSER 2020)},
  year = {2021},
  pages = {84-109},
  note = {ISBN 978-3-030-72369-9},
  month = {May},
  url = {https://doi.org/10.1007/978-3-030-72369-9_4}
}

@article{TPDS2020LocalSynch,
  title = {Analysis of Global and Local Synchronization in Parallel Computing},
  author = {Cicirelli, Franco and Giordano, Andrea and Mastroianni, Carlo},
  journal = {IEEE Transaction on Parallel and Distributed Computing},
  year = {2021},
  volume = {32},
  pages = {988-1000},
  number = {5},
  month = {May}
}

@article{TSMC2019,
  title = {A Two-Stage Approach for Efficient Power Sharing Within Energy Districts},
  author = {Giordano, Andrea and Mastroianni, Carlo and Menniti, Daniele and Pinnarelli, Anna and Scarcello, Luigi and Sorrentino, Nicola},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems},
  year = {2021},
  volume = {51},
  pages = {1679-1689},
  number = {3},
  month = {March},
  url = {https://doi.org/10.1109/TSMC.2019.2902077}
}

@article{SI-IoT-2021,
  title = {Emerging internet of things solutions and technologies},
  author = {Cicirelli, Franco and Guerrieri, Antonio and Mastroianni, Carlo and Vinci, Andrea},
  journal = {Electronics},
  year = {2021},
  volume = {10},
  publisher = {MDPI},
  number = {6}
}

@article{exascale-anonalies-21,
  title = {Autotuning of exascale applications with anomalies detection},
  author = {Kimovski, Dragi and Matha, Roland and Iuhasz, Gabriel and Marozzo, Fabrizio and Petcu, Dana and Prodan, Radu},
  journal = {Frontiers in Big Data},
  year = {2021},
  volume = {4},
  pages = {101}
}

@article{WABC-OSNEM-2021,
  title = {A Weighted Artificial Bee Colony Algorithm for Influence Maximization},
  author = {Cantini, Riccardo and Marozzo, Fabrizio and Mazza, Silvio and Talia, Domenico and Trunfio, Paolo},
  journal = {Online Social Networks and Media},
  year = {2021},
  volume = {26},
  pages = {100167},
  url = {https://doi.org/10.1016/j.osnem.2021.100167}
}

@inproceedings{roi-mining-iot,
  title = {Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments},
  author = {Belcastro, Loris and Falcone, Alberto and Garro, Alfredo and Marozzo, Fabrizio},
  booktitle = {25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)},
  year = {2021},
  pages = {1-8},
  abstract = {Researchers and leading IT companies are increasingly proposing hybrid cloud/edge solutions, which allow to move part of the workload from the cloud to the edge nodes, by reducing the network traffic and energy consumption, but also getting low latency responses near to real time. This paper proposes a novel hybrid cloud/edge architecture for efficiently extracting Regions-of-Interest (RoI) in a large scale urban computing environment, where a huge amount of geotagged data are generated and collected through users's mobile devices. The proposal is organized in two parts: (i) a modeling part that defines the hybrid cloud/edge architecture capable of managing a large number of devices; (ii) a simulation part in which different design choices are evaluated to improve the performance of RoI mining algorithms in terms of processing time, network delay, task failure and computing resource utilization. Several experiments have been carried out to evaluate the performance of the proposed architecture starting from different configurations and orchestration policies. The achieved results showed that the proposed hybrid cloud/edge architecture, with the use of two novel orchestration policies (network- and utilization-based), permits to improve the exploitation of resources, also granting low network latency and task failure rate in comparison with other standard scenarios (only-edge or only-cloud).}
}

@article{com-arch-hig-per-2021,
  title = {Computer architecture and high performance computing},
  author = {Camargo, Raphael and Marozzo, Fabrizio and Martins, Wellington},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2021},
  volume = {33},
  pages = {e6526},
  howpublished = {Concurrency and Computation Practice and Experience},
  number = {18},
  url = {https://doi.org/10.1002/cpe.6526}
}

@article{traj-social-2021,
  title = {Automatic detection of user trajectories from social media posts},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Perrella, Emanuele},
  journal = {Expert Systems with Applications},
  year = {2021},
  volume = {186},
  pages = {115733},
  url = { https://doi.org/10.1016/j.eswa.2021.115733}
}

@article{belcastro-2021-bigd,
  title = {Using Social Media for Sub-Event Detection during Disasters},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo and Branda, Francesco and Palpanas, Themis and Imran, Muhammad},
  journal = {Journal of Big Data},
  year = {2021},
  volume = {8},
  number = {79},
  url = {https://doi.org/10.1186/s40537-021-00467-1}
}

@article{IIWM-FutureInternet-2021,
  title = {Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines},
  author = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo},
  journal = {Future Internet},
  year = {2021},
  volume = {13},
  number = {5},
  url = {https://dx.doi.org/10.3390/fi13050121}
}

@article{ADAGE-2021,
  title = {A data-aware scheduling strategy for executing large-scale distributed workflows},
  author = {Giampà, Salvatore and Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Access},
  year = {2021},
  volume = {9},
  pages = {47354-47364},
  note = {ISSN: 2169-3536},
  url = {https://doi.org/10.1109/ACCESS.2021.3067815}
}

@article{distribdbscan2020unical,
  title = {Parallel extraction of Regions-of-Interest from social media data},
  author = {Belcastro, Loris and Kechadi, M. Tahar and Marozzo, Fabrizio and Pastore, Luca and Talia, Domenico and Trunfio, Paolo},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2021},
  volume = {33},
  pages = {e5638},
  number = {8},
  key = {parallel clustering, regions-of-interest, RoI mining, scalability, social media analysis},
  url = {https://doi.org/10.1002/cpe.5638}
}

@inproceedings{ICHMS2020,
  title = {Thermal comfort management leveraging deep reinforcement learning and human-in-the-loop},
  author = {Cicirelli, Franco and Guerrieri, Antonio and Mastroianni, Carlo and Spezzano, Giandomenico and Vinci, Andrea},
  booktitle = {2020 IEEE International Conference on Human-Machine Systems (ICHMS)},
  year = {2020},
  publisher = {IEEE},
  month = {September},
  url = {https://doi.org/10.1109/ICHMS49158.2020.9209555}
}

@inproceedings{DCEx-europar,
  title = {A Novel Data-Centric Programming Model for Large-Scale Parallel Systems},
  author = {Talia, Domenico and Trunfio, Paolo and Marozzo, Fabrizio and Belcastro, Loris and Garcia-Blas, Javier and Del Rio, David and CouvÃ©e, Philippe and Goret, Gael and Vincent, Lionel and FernÃ ndez-Pena, Alberto and Martin de Blas, Daniel and Nardi, Mirko and Pizzuti, Teresa and Spataru, Adrian and Justyna, Marek},
  booktitle = {Euro-Par 2019: Parallel Processing Workshops},
  year = {2020},
  pages = {452-463},
  address = {Gottingen, Germany},
  series = {Lecture Notes in Computer Science},
  note = {ISBN: 978-3-030-48339-5},
  month = {August},
  url = {https://doi.org/10.1007/978-3-030-48340-1_35}
}

@inproceedings{DA4PT-LOD2020,
  title = {Discovering Travelers' Purchasing Behavior from Public Transport Data},
  author = {Branda, Francesco and Marozzo, Fabrizio and Talia, Domenico},
  booktitle = {The 6th International Conference on machine Learning, Optimization and Data science - LOD 2020},
  year = {2020},
  pages = {702-713},
  address = {Siena, Italy},
  month = {July},
  url = {https://doi.org/10.1007/978-3-030-64583-0_63}
}

@inproceedings{Negis2020,
  title = {A Cognitive Enabled, Edge-Computing Architecture for Future Generation IoT Environments},
  author = {Cicirelli, Franco and Guerrieri, Antonio and Mastroianni, Carlo and Spezzano, Giandomenico and Vinci, Andrea},
  booktitle = {1st Int. Workshop on Next Generation Information Systems: Modeling, Monitoring, and Management in Cloud and Fog Computing, NeGIS 2020},
  year = {2020},
  month = {June}
}

@inproceedings{ICASSP2020,
  title = {Load Management with Predictions of Solar Energy Production for Cloud Data Centers},
  author = {Floridia, Maurizio and Lagana, Demetrio and Mastroianni, Carlo and Meo, Michela and Renga, Daniela},
  booktitle = {in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year = {2020},
  publisher = {IEEE},
  address = {Barcelona, Spain},
  month = {May}
}

@inproceedings{FMEC2020,
  title = {An Optimization Model for Efficient Energy Exchange in Energy Communities},
  author = {Giordano, Andrea and Mastroianni, Carlo and Scarcello, Luigi and Spezzano, Giandomenico},
  booktitle = {2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC)},
  year = {2020},
  publisher = {IEEE},
  address = {Paris, France},
  note = {ISBN: 978-1-7281-7216-3 },
  month = {April}
}

@inproceedings{M3AT-PDP2020,
  title = {M3AT:Monitoring Agents Assignment Model for Data-Intensive Applications},
  author = {Kashansky, Vladislav and Kimovski, Dragi and Prodan, Radu and Marozzo, Fabrizio and Gabriel, Iuhasz and Justyna, Marek and Garcia-Blas, Javier},
  booktitle = {28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2020)},
  year = {2020},
  pages = {72-79},
  address = {Vasteras, Sweden},
  month = {March},
  url = {https://doi.org/10.1109/PDP50117.2020.00018}
}

@article{big-data-bus-2020,
  title = {Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport},
  author = {Branda, Francesco and Marozzo, Fabrizio and Talia, Domenico},
  journal = {Big Data and Cognitive Computing},
  year = {2020},
  volume = {4},
  note = {ISSN: 2504-2289},
  number = {4}
}

@article{Electronics2020,
  title = {Optimization Model for IoT-Aware Energy Exchange in Energy Communities for Residential Users},
  author = {Giordano, Andrea and Mastroianni, Carlo and Scarcello, Luigi},
  journal = {Electronics},
  year = {2020},
  volume = {9},
  number = {6}
}

@article{iom-nn-ieee-access,
  title = {Learning Political Polarization on Social Media using Neural Networks},
  author = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Access},
  year = {2020},
  volume = {8},
  pages = {47177-47187},
  number = {1},
  url = {https://doi.org/10.1109/ACCESS.2020.2978950}
}

@article{BitTorrentSW-cpe,
  title = {A Sleep-and-Wake technique for reducing energy consumption in BitTorrent networks},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2020},
  volume = {32},
  pages = {e5723},
  number = {14},
  url = {http://dx.doi.org/10.1002/cpe.5723}
}

@inproceedings{DSRT2019,
  title = {Comfort-aware Cognitive Buildings Leveraging Deep Reinforcement Learning},
  author = {Cicirelli, Franco and Guerrieri, Antonio and Mastroianni, Carlo and Palopoli, Fabio and Spezzano, Giandomenico and Vinci, Andrea},
  booktitle = {2019 IEEE/ACM 23rd International Symposium on Distributed Simulation and Real Time Applications (DS-RT)},
  year = {2019},
  address = {Cosenza, Italy},
  month = {October},
  url = {https://ieeexplore.ieee.org/document/8958661}
}

@techreport{QuantumSAT2019,
  title = {Quantum Algorithm for the Boolean Satisfiability Problem},
  author = {Rende, Riccardo and Plastina, Francesco and Mastroianni, Carlo},
  year = {2019},
  institution = {ICAR-CNR},
  number = {6},
  month = {October},
  url = {http://www.icar.cnr.it/tr/2019/}
}

@inproceedings{IoT2019,
  title = {IoT-HC: A novel IoT Architecture for the Hybrid Cloud},
  author = {De Napoli, Carmine and Forestiero, Agostino and Fortino, Giancarlo and Giordano, Andrea and Guerrieri, Antonio and Lagana, Demetrio and Lupi, Giovanni and Mastroianni, Carlo and Spataro, Leonardo},
  booktitle = {28th International Conference on Computer Communications and Networks (ICCCN 2019)},
  year = {2019},
  address = {Valencia, Spain},
  month = {July}
}

@inproceedings{parsoda-hpc-2018,
  title = {A High-Level Programming Library for Mining Social Media on HPC Systems},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Post-Proc. of the High Performance Computing Workshop 2018, Cetraro, Italy, Advances in Parallel Computing},
  year = {2019},
  volume = {34},
  pages = {3-21},
  publisher = {IOS Press},
  series = {Advances in Parallel Computing},
  month = {July},
  url = {https://doi.org/10.3233/APC190003}
}

@inproceedings{numta2019,
  title = {Improving Efficiency in Parallel Computing Leveraging Local Synchronization},
  author = {Cicirelli, Franco and Giordano, Andrea and Mastroianni, Carlo},
  booktitle = {3rd International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2019},
  year = {2019},
  publisher = {S},
  series = {Lecture Notes in Computer Science},
  month = {June}
}

@article{SmartGrids2017,
  title = {A unified model for the optimal management of electrical and thermal equipment of a prosumer in a DR environment},
  author = {Belli, Grazia and Giordano, Andrea and Mastroianni, Carlo and Menniti, Daniele and Pinnarelli, Anna and Scarcello, Luigi and Sorrentino, Nicola and Stillo, Maria},
  journal = {IEEE Transactions on Smart Grids},
  year = {2019},
  volume = {10},
  number = {2},
  month = {March},
  url = {http://dx.doi.org/10.1109/TSG.2017.2778021}
}

@inproceedings{CesVinZhuNUMTA2019,
  title = {Hierarchical Clustering of Spatial Urban Data},
  author = {Cesario, Eugenio and Vinci, Andrea and Zhu, Xiaotian},
  booktitle = {Numerical Computations: Theory and Algorithms - Third International Conference, NUMTA 2019},
  year = {2019},
  volume = {11973 },
  pages = {223-231},
  publisher = {Springer},
  url = {https://doi.org/10.1007/978-3-030-39081-5_20}
}

@inproceedings{CesVinICNSC2019,
  title = {A Comparative Analysis of Classification and Regression Models for Energy-Efficient Clouds},
  author = {Cesario, Eugenio and Vinci, Andrea},
  booktitle = {16th IEEE International Conference on Networking, Sensing and Control, ICNSC 2019},
  year = {2019},
  pages = {385-390},
  publisher = {IEEE}
}

@article{AltCesVin2019,
  title = {Data analytics for energy-efficient clouds: design, implementation and evaluation},
  author = {Altomare, Albino and Cesario, Eugenio and Vinci, Andrea},
  journal = {International Journal on Parallel, Emergent and Distributed Systems},
  year = {2019},
  volume = {34},
  pages = {690-705},
  number = {6},
  url = {https://www.tandfonline.com/doi/full/10.1080/17445760.2018.1448931}
}

@article{2020CatCesTalVinPMC,
  title = {Spatio-temporal crime predictions in smart cities: A data-driven approach and experiments},
  author = {Catlett, Charlie and Cesario, Eugenio and Talia, Domenico and Vinci, Andrea},
  booktitle = {Pervasive and Mobile Computing},
  year = {2019},
  volume = {53},
  pages = {62-74},
  publisher = {Elsevier},
  url = {https://www.sciencedirect.com/science/article/abs/pii/S157411921830542X?via%3Dihub}
}

@article{Electronics2019,
  title = {An energy community implementation: the Unical Energy Cloud},
  author = {Giordano, Andrea and Mastroianni, Carlo and Menniti, Daniele and Pinnarelli, Anna and Sorrentino, Nicola},
  journal = {Electronics},
  year = {2019},
  volume = {8},
  publisher = {MDPI},
  number = {12},
  url = {https://www.mdpi.com/2079-9292/8/12/1517}
}

@inproceedings{skg2019pol2,
  title = {Discovering Political Polarization on Social Media: A Case Study},
  author = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {15th International Conference on Semantics, Knowledge and Grids (SKG)},
  year = {2019},
  pages = {182-189},
  address = {Guangzhou, China},
  url = {https://doi.org/10.1109/SKG49510.2019.00038}
}

@inproceedings{algocloud2019-pol,
  title = {Developing a Cloud-based Algorithm for Analyzing the Polarization of Social Media Users},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {5th International Symposium, ALGOCLOUD 2019},
  year = {2019},
  pages = {15-24},
  address = {Munich, Germany},
  url = {https://doi.org/10.1007/978-3-030-58628-7_2}
}

@article{snam-parsoda,
  title = {ParSoDA: High-Level Parallel Programming for Social Data Mining},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Social Network Analysis and Mining},
  year = {2019},
  volume = {9},
  number = {1},
  url = {http://doi.org/10.1007/s13278-018-0547-5}
}

@incollection{ICN2019,
  title = {On the Integration of Information Centric Networking and Fog Computing for Smart Home Services},
  author = {Amadeo, Marica and Giordano, Andrea and Mastroianni, Carlo and Molinaro, Antonella},
  editor = {Cicirelli, Franco and Guerrieri, Antonio and Mastroianni, Carlo and Spezzano, Giandomenico and Vinci, Andrea},
  booktitle = {The Internet of Things for Smart Urban Ecosystems},
  year = {2019},
  pages = {75-93},
  publisher = {Springer},
  url = {https://doi.org/10.1007/978-3-319-96550-5_4}
}

@book{IoTBook2019,
  title = {The Internet of Things for Smart Urban Ecosystems},
  editor = {Cicirelli, Franco and Guerrieri, Antonio and Mastroianni, Carlo and Spezzano, Giandomenico and Vinci, Andrea},
  year = {2019},
  publisher = {Springer},
  abstract = {The main objective of this book is to provide a multidisciplinary overview of methodological approaches, architectures, platforms, and algorithms for the realization of an Internet of Things (IoT)-based Smart Urban Ecosystem (SUE). Moreover, the book details a set of real-world applications and case studies related to specific smart infrastructures and smart cities, including structural health monitoring, smart urban drainage networks, smart grids, power efficiency, healthcare, city security, and emergency management.

A Smart Urban Ecosystem (SUE) is a people-centric system of systems that involves smart city environments, applications, and infrastructures. SUEs require the close integration of cyber and physical components for monitoring, understanding and controlling the urban environment. In this context, the Internet of Things (IoT) offers a valuable enabling technology, as it bridges the gap between physical things and software components, and empowers cooperation between distributed, pervasive, and heterogeneous entities.},
  url = {http://dx.doi.org/10.1007/978-3-319-96550-5}
}

@incollection{chapter-data-manag-ultrascale,
  title = {Data management techniques},
  author = {Bilas, Angelos and Carretero, Jesus and Cortes, Toni and Garcia-Blas, Javier and Gonzalez Ferez, Pilar and Papagiannis, Anastasios and Queralt, Anna and Marozzo, Fabrizio and Saloustros, Giorgos and Shoker, Ali and Talia, Domenico and Trunfio, Paolo},
  editor = {Carretero, Jesus and Jeannot, Emmanuel and Zomaya, Albert},
  booktitle = {Ultrascale Computing Systems},
  year = {2019},
  pages = {85-126},
  publisher = {IET},
  series = {Computing},
  url = {https://dx.doi.org/10.1049/PBPC024E_ch4}
}

@article{prog-big-data-2019,
  title = {Programming Models and Systems for Big Data Analysis},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico},
  journal = {International Journal of Parallel, Emergent and Distributed Systems},
  year = {2019},
  volume = {34},
  pages = {632-652},
  url = { http://dx.doi.org/10.1080/17445760.2017.1422501}
}

@article{Geocon_journal,
  title = {A Scalable Middleware for Context-aware Mobile Applications},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Trunfio, Paolo},
  journal = {International Journal of Ad Hoc and Ubiquitous Computing},
  year = {2019},
  volume = {31},
  pages = {112-122},
  number = {2},
  url = {http://dx.doi.org/10.1504/IJAHUC.2019.100082}
}

@inproceedings{2018BigData,
  title = {General Overview of Privacy-Preserving Big Data Management and Analytics Models, Methods and Techniques in Specific Domains: Static and Dynamic Distributed Environments},
  author = {Cuzzocrea, Alfredo and Mastroianni, Carlo},
  booktitle = {2018 IEEE International Conference on Big Data},
  year = {2018},
  pages = {5093-5100},
  address = {Seattle, WA, USA},
  month = {December},
  url = {http://dx.doi.org/10.1109/BigData.2018.8621882}
}

@inproceedings{LSDVE18,
  title = {Distributed computation of mobility patterns in a smart city environment},
  author = {Cesario, Eugenio and Cicirelli, Franco and Mastroianni, Carlo},
  booktitle = {Euro-Par 2018: Parallel Processing Workshops.},
  year = {2018},
  volume = {11339},
  pages = {559-572},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  month = {December},
  url = {https://biblioproxy.cnr.it:2481/10.1007/978-3-030-10549-5_44}
}

@article{ParallelSpaceAware2018,
  title = {Parallelization of space-aware applications: Modeling and performance analysis},
  author = {Cicirelli, Franco and Forestiero, Agostino and Giordano, Andrea and Mastroianni, Carlo},
  journal = {Journal of network and computer applications},
  year = {2018},
  volume = {122},
  pages = {115-127},
  month = {November},
  url = {https://doi.org/10.1016/j.jnca.2018.08.015}
}

@article{SmartCity2017,
  title = {Efficient and Scalable Execution of Smart City Parallel
Applications},
  author = {Mastroianni, Carlo and Cesario, Eugenio and Giordano, Andrea},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2018},
  volume = {30},
  number = {20},
  month = {October},
  url = {http://dx.doi.org/10.1002/cpe.4258}
}

@inproceedings{bittorrentsw-hpcs2018,
  title = {BitTorrentSW: A Sleep-and-Wake approach to reduce energy consumption in BitTorrent networks},
  author = {Marozzo, Fabrizio and Marzano, Francesco and Talia, Domenico and Trunfio, Paolo},
  booktitle = {The 2018 International Conference on High Performance Computing & Simulation (HPCS 2018)},
  year = {2018},
  pages = {144-150},
  address = {OrlÃ©ans, France},
  month = {July},
  url = {https://dx.doi.org/10.1109/HPCS.2018.00037}
}

@inproceedings{ECMS2018,
  title = {Global And Local Synchronization In Parallel Space-Aware Applications},
  author = {Cicirelli, Franco and Forestiero, Agostino and Giordano, Andrea and Mastroianni, Carlo and Razumchik, Rostislav},
  booktitle = {32nd European Conference on Modelling and Simulation, ECMS 2018},
  year = {2018},
  address = {Wilhelmshaven, Germany},
  month = {May},
  url = {https://doi.org/10.7148/2018-0491}
}

@inproceedings{CatCesTalVinSmartComp2018,
  title = {A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities},
  author = {Catlett, Charlie and Cesario, Eugenio and Talia, Domenico and Vinci, Andrea},
  booktitle = {2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018},
  year = {2018},
  pages = {17-24},
  publisher = {IEEE},
  url = {https://doi.org/10.1109/SMARTCOMP.2018.00069}
}

@article{ShaviBigData18,
  title = {Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service},
  author = {El Shawi, Radwa and Sakr, Sherif and Talia, Domenico and Trunfio, Paolo},
  journal = {Big Data Research},
  year = {2018},
  volume = {14},
  pages = {1--11},
  url = {http://dx.doi.org/10.1016/j.bdr.2018.04.004}
}

@article{CloudDataCenters2018,
  title = {Reducing the Operational Cost of Cloud Data Centers through Renewable Energy},
  author = {Lagana, Demetrio and Mastroianni, Carlo and Meo, Michela and Renga, Daniela},
  journal = {Algorithms},
  year = {2018},
  volume = {11},
  url = {https://doi.org/10.3390/a11100145}
}

@incollection{cloud-ency-2018,
  title = {Infrastructures for High-Performance Computing: Cloud Computing},
  author = {Trunfio, Paolo},
  editor = {Ranganathan, Shoba and Nakai, Kenta and Schonbach, Christian and Gribskov, Michael},
  booktitle = {Encyclopedia of Bioinformatics and Computational Biology},
  year = {2018},
  publisher = {Elsevier},
  note = {ISBN 978-0-12-809633-8},
  url = {https://doi.org/10.1016/B978-0-12-809633-8.20373-7}
}

@incollection{cloud-big-ency-2018,
  title = {Cloud computing for Big Data analysis},
  author = {Marozzo, Fabrizio and Belcastro, Loris},
  editor = {Sakr, Sherif and Zomaya, A.},
  booktitle = {Encyclopedia of Big Data Technologies},
  year = {2018},
  publisher = {Springer},
  note = {ISBN 978-3-319-63962-8},
  url = {https://doi.org/10.1007/978-3-319-63962-8_136-1}
}

@incollection{workflow-big-ency-2018,
  title = {Workflow systems for Big data analysis},
  author = {Belcastro, Loris and Marozzo, Fabrizio},
  editor = {Sakr, Sherif and Zomaya, Albert},
  booktitle = {Encyclopedia of Big Data Technologies},
  year = {2018},
  pages = {1-6},
  publisher = {Springer},
  note = {ISBN 978-3-319-63962-8},
  url = {https://doi.org/10.1007/978-3-319-63962-8_137-1}
}

@article{polarization-snam2017,
  title = {Analyzing Polarization of Social Media Users and News Sites during Political Campaigns},
  author = {Marozzo, Fabrizio and Bessi, Alessandro},
  journal = {Social Network Analysis and Mining},
  year = {2018},
  volume = {8},
  pages = {1-13},
  note = {ISSN:1869-5469},
  number = {1},
  url = {https://doi.org/10.1007/s13278-017-0479-5}
}

@article{groi-social-media,
  title = {G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {ACM Transactions on Knowledge Discovery from Data},
  year = {2018},
  volume = {12},
  pages = {27:1-27:22},
  number = {3},
  url = {http://doi.acm.org/10.1145/3154411}
}

@incollection{cloud-develop-env-ency-2018,
  title = {Infrastructures for High-Performance Computing: Cloud Computing Development Environments},
  author = {Marozzo, Fabrizio and Trunfio, Paolo},
  editor = {Ranganathan, Shoba and Nakai, Kenta and Schonbach, Christian and Gribskov, Michael},
  booktitle = {Encyclopedia of Bioinformatics and Computational Biology},
  year = {2018},
  publisher = {Elsevier},
  note = {ISBN 978-0-12-809633-8},
  url = {https://doi.org/10.1016/B978-0-12-809633-8.20375-0}
}

@incollection{infra-high-ency-2018,
  title = {Infrastructures for High-Performance Computing: Cloud Infrastructures},
  author = {Marozzo, Fabrizio},
  editor = {Ranganathan, Shoba and Nakai, Kenta and Schonbach,, Christian and Gribskov, Michael},
  booktitle = {Encyclopedia of Bioinformatics and Computational Biology},
  year = {2018},
  publisher = {Elsevier},
  note = {ISBN 978-0-12-809633-8},
  url = {https://doi.org/10.1016/B978-0-12-809633-8.20374-9}
}

@article{DMCF-TSC,
  title = {A Workflow Management System for Scalable Data Mining on Clouds},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Transactions On Services Computing},
  year = {2018},
  volume = {11},
  pages = {480-492},
  note = {ISSN: 1939-1374},
  number = {3},
  url = {http://dx.doi.org/10.1109/TSC.2016.2589243}
}

@incollection{handbook-big-data-chapter,
  title = {Big Data Analysis on Clouds},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  editor = {Zomaya, Albert and Sakr, Sherif},
  booktitle = {Handbook of Big Data Technologies},
  year = {2017},
  pages = {101-142},
  publisher = {Springer},
  note = {ISBN: 978-3-319-49339-8},
  month = {December},
  url = {http://dx.doi.org/10.1007/978-3-319-49340-4_4}
}

@techreport{EcoMultiCloud2017_1,
  title = {Performance Evaluation of EcoMultiCloud, a Hierarchical Algorithm for Green and Cost-Efficient Workload Management in Geo-distributed Data Centers},
  author = {Forestiero, Agostino and Lagana, Demetrio and Mastroianni, Carlo},
  year = {2017},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-17-01},
  month = {October},
  url = {http://www.icar.cnr.it/tr/2017/01}
}

@article{SMA4TD-OSNEM-2017,
  title = {SMA4TD: A Social Media Analysis Methodology for Trajectory Discovery in Large-Scale Events},
  author = {Cesario, Eugenio and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Online Social Networks and Media},
  year = {2017},
  volume = {3-4},
  pages = {49-62},
  month = {October},
  url = {https://doi.org/10.1016/j.osnem.2017.10.002}
}

@inproceedings{parsoda-spark,
  title = {Appraising SPARK on Large-Scale Social Media Analysis},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Euro-Par Workshops},
  year = {2017},
  pages = {483-495},
  address = {Santiago de Compostela, Spain},
  series = {Lecture Notes in Computer Science },
  note = {ISBN: 978-3-319-75178-8},
  month = {August},
  url = {https://dx.doi.org/10.1007/978-3-319-75178-8_39}
}

@inproceedings{mobility-instagram-2017,
  title = {Discovering Mobility Patterns of Instagram Users through Process Mining Techniques},
  author = {Diamantini, Claudia and Genga, Laura and Marozzo, Fabrizio and Potena, Domenico and Trunfio, Paolo},
  booktitle = {IEEE International Conference on Information Reuse and Integration},
  year = {2017},
  pages = {485-492},
  note = {ISBN 978-1-5386-1562-1},
  month = {August},
  url = {https://doi.org/10.1109/IRI.2017.69}
}

@inproceedings{HPCS2017-ParSoDA,
  title = {A Parallel Library for Social Media Analytics},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017)},
  year = {2017},
  pages = {683--690},
  address = {Genoa, Italy},
  note = {ISBN 978-1-5386-3250-5},
  month = {July},
  url = {http://dx.doi.org/10.1109/HPCS.2017.105}
}

@inproceedings{HPCS2017-DMCF-Herc,
  title = {Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows},
  author = {Marozzo, Fabrizio and Rodrigo Duro, Francisco and Garcia-Blas, Javier and Carretero, Jesus and Talia, Domenico and Trunfio, Paolo},
  booktitle = {The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017)},
  year = {2017},
  pages = {699--706},
  address = {Genoa, Italy},
  note = {ISBN 978-1-5386-3250-5},
  month = {July},
  url = {http://dx.doi.org/10.1109/HPCS.2017.107}
}

@inproceedings{ICNSC2017-ICN,
  title = {A Cloud of Things Framework for Smart Home Services based on Information Centric Networking},
  author = {Amadeo, Marica and Molinaro, Antonella and Paratore, Stefano Yuri and Altomare, Albino and Giordano, Andrea and Mastroianni, Carlo},
  booktitle = {Proc. of IEEE ICNSC 2017, 14th IEEE International Conference on Networking, Sensing and Control},
  year = {2017},
  publisher = {IEEE},
  address = {Calabria, Italy},
  note = {ISBN: 978-1-5090-4429-0},
  month = {May},
  url = {http://dx.doi.org/10.1109/ICNSC.2017.8000099}
}

@inproceedings{ICNSC2017IoT,
  title = {An IoT Approach for Smart Energy Districts},
  author = {Burgio, Alessandro and Giordano, Andrea and Manno, Andrea Angelo and Mastroianni, Carlo and Menniti, Daniele and Pinnarelli, Anna and Scarcello, Luigi and Sorrentino, Nicola and Stillo, Maria},
  booktitle = {Proc. of IEEE ICNSC 2017, 14th IEEE International Conference on Networking, Sensing and Control},
  year = {2017},
  publisher = {IEEE},
  address = {Calabria, Italy},
  note = {ISBN: 978-1-5090-4429-0},
  month = {May},
  url = {http://dx.doi.org/10.1109/ICNSC.2017.8000082}
}

@article{SIGreenCloudPartII,
  title = {Guest Editorsâ€™ Introduction: Special Issue on Green and Energy-Efficient Cloud Computing Part II},
  author = {Bianchini, Ricardo and Khan, Samee U. and Mastroianni, Carlo},
  journal = {IEEE Transactions on Cloud Computing},
  year = {2017},
  volume = {5},
  pages = {152-154},
  number = {2},
  month = {April},
  url = {http://dx.doi.org/10.1109/TCC.2016.2641618}
}

@inproceedings{PDP2017,
  title = {Parallel execution of cellular automata through
space partitioning: the landslide simulation
SciddicaS3-hex case study},
  author = {Giordano, Andrea and De Rango, Alessio and Spataro, Davide and D'Ambrosio, Donato and Mastroianni, Carlo and Folino, Gianluigi and Spataro, William},
  booktitle = {PDP 2017, 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing},
  year = {2017},
  pages = {505-510},
  publisher = {IEEE},
  address = {St. Petersburg, Russia},
  note = {ISBN: 978-1-5090-6058-0},
  month = {March},
  url = {http://dx.doi.org/10.1109/PDP.2017.84}
}

@inproceedings{BusinessScenariosDataCenters2017,
  title = {Business Scenarios for Hierarchical Workload Management in Data Centers},
  author = {Cuzzocrea, Alfredo and De Napoli, Carmine and Forestiero, Agostino and Lagana, Demetrio and Lupi, Giovanni and Mastroianni, Carlo and Spataro, Leonardo},
  booktitle = {Second  International Conference on Internet of Things, Data and Cloud Computing (ICC 2017)},
  year = {2017},
  publisher = {ACM},
  note = {ISBN: 978-1-4503-4774-7},
  month = {March},
  url = {http://dx.doi.org/10.1145/3018896.3056799}
}

@article{EcoMultiCloud2016,
  title = {Hierarchical Approach for Efficient Workload Management in Geo-distributed Data Centers},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Meo, Michela and Papuzzo, Giuseppe and Sheikhalishahi, Mehdi},
  journal = {IEEE Transactions on Green Communications and Networking},
  year = {2017},
  volume = {1},
  pages = {97-111},
  number = {1},
  month = {March},
  url = {http://dx.doi.org/10.1109/TGCN.2016.2603586}
}

@article{ComFalTalTruCCPE2017,
  title = {Energy-Aware Task Allocation for Small Devices in Wireless Networks},
  author = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2017},
  volume = {29},
  publisher = {Wiley InterScience},
  month = {January},
  url = {http://dx.doi.org/10.1002/cpe.3831}
}

@inproceedings{AltCesPDP2017,
  title = {A Comparative Analysis of Data-Driven Consolidation Policies for Energy-Efficient Clouds},
  author = {Altomare, Albino and Cesario, Eugenio},
  booktitle = {25th Euromicro International Conference on Parallel, Distributed and Network-based Processing, PDP 2017},
  year = {2017},
  pages = {535-538},
  publisher = {IEEE},
  url = {https://doi.org/10.1109/PDP.2017.54}
}

@inproceedings{AltCesCCGRID2017,
  title = {A Data-driven Approach based on Auto-Regressive Models for Energy-Efficient Clouds},
  author = {Altomare, Albino and Cesario, Eugenio},
  booktitle = {17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017},
  year = {2017},
  pages = {1062-1069},
  publisher = {IEEE Computer Society / ACM},
  url = {https://doi.org/10.1109/CCGRID.2017.130}
}

@article{CesComTalPMC2017,
  title = {An Approach for the Discovery and Validation of Urban Mobility Patterns},
  author = {Cesario, Eugenio and Comito, Carmela and Talia, Domenico},
  journal = {Pervasive and Mobile Computing},
  year = {2017},
  volume = {42},
  pages = {77-92}
}

@article{DMCF-Hercules-2017,
  title = {A Data-aware Scheduling Strategy for Workflow Execution in Clouds},
  author = {Marozzo, Fabrizio and Rodrigo Duro, Francisco and Garcia-Blas, Javier and Carretero, Jesus and Talia, Domenico and Trunfio, Paolo},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2017},
  volume = {29},
  publisher = {Wiley InterScience},
  note = {ISSN: 1532-0634},
  number = {24},
  url = {http://dx.doi.org/10.1002/cpe.4229}
}

@article{AltCesTal-JAIHC2017,
  title = {Mining frequent items and itemsets from distributed data streams for emergency detection and management},
  author = {Altomare, Albino and Cesario, Eugenio and Talia, Domenico},
  journal = {Journal of Ambient Intelligence and Humanized Computing},
  year = {2017},
  volume = {8},
  pages = {47-55},
  number = {1},
  url = {http://link.springer.com/article/10.1007/s12652-016-0344-9}
}

@incollection{MarTalTruP2P2017,
  title = {Implementing MapReduce Applications in Dynamic Cloud Environments},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  editor = {Antonopoulos, Nick and Gillam, Lee},
  booktitle = {Cloud Computing: Principles, Systems and Applications, second edition},
  year = {2017},
  pages = {211-223},
  publisher = {Springer},
  note = {ISBN: 978-3-319-54645-2},
  url = {http://dx.doi.org/10.1007/978-3-319-54645-2_8}
}

@article{2017-Traj-TPDS,
  title = {Trajectory Pattern Mining for Urban Computing in the Cloud},
  author = {Altomare, Albino and Cesario, Eugenio and Comito, Carmela and Marozzo, Fabrizio and Talia, Domenico},
  journal = {IEEE Transactions on Parallel and Distributed Systems},
  year = {2017},
  volume = {28},
  pages = {586-599},
  note = {ISSN:1045-9219},
  number = {2},
  url = {http://dx.doi.org/10.1109/TPDS.2016.2565480}
}

@inproceedings{PrivateDBonCloud2016,
  title = {Private Databases on the Cloud: Models, Issues and Research Perspectives},
  author = {Cuzzocrea, Alfredo and Mastroianni, Carlo and Grasso, Giorgio Mario},
  booktitle = {Proc. of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016)},
  year = {2016},
  pages = {3656-3661},
  address = {Washington DC, USA},
  note = {ISBN: 978-146739004-0},
  month = {December},
  url = {http://dx.doi.org/10.1109/BigData.2016.7841032}
}

@inproceedings{geocon-ucer2016,
  title = {Geocon: A Middleware for Location-aware Ubiquitous Applications},
  author = {Belcastro, Loris and Di Lieto, Giulio and Lackovic, Marco and Marozzo, Fabrizio and Trunfio, Paolo},
  booktitle = {Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016)},
  year = {2016},
  pages = {234-243},
  address = {Granada, Spain},
  note = {ISBN: 978-3-319-49956-7},
  month = {December},
  url = {http://dx.doi.org/10.1007/978-3-319-49956-7_19}
}

@inproceedings{data-aware-nesus-2016,
  title = {A Data-Aware Scheduling Strategy for DMCF workflows over Hercules},
  author = {Marozzo, Fabrizio and Rodrigo Duro, Francisco and Garcia-Blas, Javier and Carretero, Jesus and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the Third International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2016)},
  year = {2016},
  pages = {37-44},
  address = {Sofia, Bulgaria},
  note = {ISBN 978-84-617-7450-0},
  month = {October}
}

@inproceedings{Nubytics-RTSI2016,
  title = {Nubytics: Scalable Cloud Services for Data Analysis and Prediction},
  author = {Cesario, Eugenio and Iannazzo, Andrea Raffaele and Marozzo, Fabrizio and Morello, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016)},
  year = {2016},
  pages = {1-6},
  address = {Bologna, Italy},
  note = {ISBN: 978-1-5090-1131-5},
  month = {September},
  url = {http://dx.doi.org/10.1109/RTSI.2016.7740643}
}

@techreport{EcoMultiCloud2016_2,
  title = {Efficiency and Green Metrics for Distributed Data Centers},
  author = {De Napoli, Carmine and Forestiero, Agostino and Lagana, Demetrio and Lupi, Giovanni and Mastroianni, Carlo and Spataro, Leonardo},
  year = {2016},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-16-04},
  month = {September},
  url = {http://www.icar.cnr.it/tr/2016/04}
}

@inproceedings{Airo2016DomusProject,
  title = {DOMUS: A community energy market based on IOT and Power Computing},
  author = {Dellacorte, Francesco and Mastroianni, Carlo and Arcuri, Natale and Marano, Salvatore and Menniti, Daniele and Pinnarelli, Anna and Sorrentino, Nicola and Cavallaro, Francesco},
  booktitle = {Proc. of the 46th Annual Conference of the Italian Operations Research Society, Emerging Advances in Logistics Systems},
  year = {2016},
  month = {September}
}

@inproceedings{SmartCity2016,
  title = {Balancing Speedup and Accuracy in Smart City Parallel Applications},
  author = {Mastroianni, Carlo and Cesario, Eugenio and Giordano, Andrea},
  booktitle = {Proc. of Euro-Par 2016: Parallel Processing Workshops},
  year = {2016},
  volume = {10104},
  pages = {224â€“235},
  publisher = {Springer},
  address = {Grenoble, France},
  series = {Lecture Notes on Computer Science},
  note = {Best Paper Award at the workshop LSDVE 2016},
  month = {August},
  url = {http://dx.doi.org/10.1007/978-3-319-58943-5_18}
}

@inproceedings{EXPO-HPCS-2016,
  title = {Analyzing Social Media Data to Discover Mobility Patterns at EXPO 2015: Methodology and Results},
  author = {Cesario, Eugenio and Iannazzo, Andrea Raffaele and Marozzo, Fabrizio and Morello, Fabrizio and Riotta, Gianni and Spada, Alessandra and Talia, Domenico and Trunfio, Paolo},
  booktitle = {The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016)},
  year = {2016},
  pages = {230-237},
  address = {Innsbruck, Austria},
  note = {ISBN: 978-1-5090-2088-1},
  month = {July},
  url = {http://dx.doi.org/10.1109/HPCSim.2016.7568340}
}

@inproceedings{CellAutomata,
  title = {Scalable asynchronous execution of cellular automata},
  author = {Folino, Gianluigi and Giordano, Andrea and Mastroianni, Carlo},
  booktitle = {2nd International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2016},
  year = {2016},
  volume = {1776},
  publisher = {AIP Publishing},
  address = {Pizzo Calabro, Italy},
  series = {AIP Conference Proceedings},
  note = {ISBN:978-073541438-9},
  month = {June},
  url = {http://dx.doi.org/10.1063/1.4965363}
}

@inproceedings{AltCesMas2016,
  title = {Efficient workload management in geographically distributed
data centers leveraging autoregressive models},
  author = {Altomare, Albino and Cesario, Eugenio and Mastroianni, Carlo},
  booktitle = {2nd International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2016},
  year = {2016},
  volume = {1776},
  publisher = {AIP Publishing},
  address = {Pizzo Calabro, Italy},
  series = {AIP Conference Proceedings},
  note = {ISBN:9780735414389},
  month = {June},
  url = {http://dx.doi.org/10.1063/1.4965361}
}

@article{ComTalTruJPDC2016,
  title = {A Distributed Selectivity-driven Search Strategy for Semi-structured Data over DHT-based Networks},
  author = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo},
  journal = {Journal of Parallel and Distributed Computing},
  year = {2016},
  volume = {93-94},
  pages = {10--29},
  publisher = {Elsevier Science},
  month = {June},
  url = {http://dx.doi.org/10.1016/j.jpdc.2016.03.015}
}

@article{ParallelSwarm2016,
  title = {Transparent and Efficient Parallelization of Swarm Algorithms},
  author = {Cicirelli, Franco and Forestiero, Agostino and Giordano, Andrea and Mastroianni, Carlo},
  journal = {ACM Transactions on Autonomous and Adaptive Systems},
  year = {2016},
  volume = {11},
  number = {2},
  month = {June},
  url = {http://doi.acm.org/10.1145/2897373}
}

@techreport{EcoMultiCloud2016_1,
  title = {Business Scenarios for Geographically Distributed Data Centers},
  author = {De Napoli, Carmine and Forestiero, Agostino and Lagana, Demetrio and Lupi, Giovanni and Mastroianni, Carlo and Spataro, Leonardo},
  year = {2016},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-16-03},
  month = {May},
  url = {http://www.icar.cnr.it/tr/2016/03}
}

@article{GreenCloud2016,
  title = {Guest Editorsâ€™ Introduction: Special Issue on Green and Energy-Efficient Cloud Computing: Part I},
  author = {Bianchini, Ricardo and Khan, Samee U. and Mastroianni, Carlo},
  journal = {IEEE Transactions on Cloud Computing},
  year = {2016},
  volume = {4},
  pages = {119-121},
  number = {2},
  month = {April}
}

@inproceedings{PDP2016,
  title = {Parallel execution of space-aware applications in a Cloud environment},
  author = {Cicirelli, Franco and Forestiero, Agostino and Giordano, Andrea and Mastroianni, Carlo and Spezzano, Giandomenico},
  booktitle = {24th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2016)},
  year = {2016},
  pages = {686-693},
  address = {Heraklion, Crete, Greece},
  abstract = {This paper analyzes and evaluates the strategies and
implications related to the execution of parallel algorithms on a
distributed Cloud infrastructure, with the focus on an important
class of applications for which the execution is performed on
spatial data, dislocated on a bidimensional territory. Applications
of interest cover a wide spectrum ranging from Internet of Things
to social sciences, geology, swarm-inspired computation etc. The
territory is partitioned into regions, and regions are assigned to
parallel computational nodes to speed up the execution. Parallel
nodes are aligned through the exchange of messages in order to
ensure a coherent and efficient execution. The paper offers an
analysis of the parallelization cost in this context, especially in
terms of communication overhead, which is essential to estimate
the impact of porting the computation onto a Cloud environment.
More in particular, the paper evaluates two different strategies
for space partitioning, i.e., linear partitioning and bidimensional
partitioning, with a specific focus on scalability analysis, and
compares the two strategies when both options are exploitable.},
  month = {February},
  url = {http://dx.doi.org/10.1109/PDP.2016.63}
}

@article{EnsembleLearning15,
  title = {Distributed Volunteer Computing for Solving Ensemble Learning Problems},
  author = {Cesario, Eugenio and Mastroianni, Carlo and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {2016},
  volume = {54},
  pages = {68-78},
  month = {January},
  url = {http://dx.doi.org/10.1016/j.future.2015.07.010}
}

@book{ica3pp-2016,
  title = {Algorithms and Architectures for Parallel Processing},
  editor = {Carretero, Jesus and Garcia-Blas, Javier and Gergel, Victor and Voevodi, Vladimir and Meyerov, Iosif and Rico-Gallego, Juan-Antonio and DÃaz-MartÃn, Juan C. and Alonso, Pedro and Durillo, Juan and Garcia SÃ¡nchez, JosÃ© Daniel and Lastovetsky, Alexey L. and Marozzo, Fabrizio and Liu, Qin and Bhuiyan, Zakirul Alam and FÃ¼rlinger, Karl and Gracia, JosÃ©},
  year = {2016},
  publisher = {Springer},
  url = {https://doi.org/10.1007/978-3-319-49956-7}
}

@article{JOS2016-DMCF-Hercules,
  title = {Exploiting in-memory storage for improving workflow
executions in Cloud platforms},
  author = {Rodrigo Duro, Francisco and Marozzo, Fabrizio and Garcia-Blas, Javier and Talia, Domenico and Trunfio, Paolo},
  journal = {Journal of Supercomputing},
  year = {2016},
  volume = {72},
  pages = {4069-4088},
  publisher = {Springer},
  number = {11},
  url = {http://dx.doi.org/10.1007/s11227-016-1678-y}
}

@article{flightdelayTIST2016,
  title = {Using Scalable Data Mining for Predicting Flight Delays},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {ACM Transactions on Intelligent Systems and Technology},
  year = {2016},
  volume = {8},
  pages = {5:1-5:20},
  number = {1},
  url = {http://dx.doi.org/10.1145/2888402}
}

@incollection{MarTalTruECC2016,
  title = {Cloud Services for Distributed Knowledge Discovery},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  editor = {Murugesan, San and Bojanova, Irena},
  booktitle = {Encyclopedia of Cloud Computing},
  year = {2016},
  pages = {774--785},
  publisher = {Wiley-IEEE},
  note = {ISBN 978-1-118-82197-8},
  url = {http://eu.wiley.com/WileyCDA/WileyTitle/productCd-1118821971,subjectCd-CS40.html}
}

@inproceedings{UCC2015,
  title = {Towards an Environment Supporting Resilience, High-Availability, Reproducibility and Reliability for Cloud Applications},
  author = {Stankovski, Vlado and Taherizadeh, Salman and Taylor, Ian and Jones, Andrew and Mastroianni, Carlo and Becker, Bruce and Suhartanto, Heru},
  booktitle = {Cloud Challenge 2015 at the 8th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2015},
  year = {2015},
  address = {Limassol, Cyprus},
  month = {December}
}

@book{ElsevierBookTaliaTrunfioMarozzo2015,
  title = {Data Analysis in the Cloud: Models, Techniques and Applications},
  author = {Talia, Domenico and Trunfio, Paolo and Marozzo, Fabrizio},
  year = {2015},
  publisher = {Elsevier},
  note = {ISBN 978-0-12-802881-0},
  month = {October},
  url = {http://dx.doi.org/10.1016/C2014-0-02172-7}
}

@article{TruCCPE2015,
  title = {A two-layer model for improving the energy efficiency of file sharing peer-to-peer networks},
  author = {Trunfio, Paolo},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2015},
  volume = {27},
  pages = {3166â€“-3183},
  publisher = {Wiley InterScience},
  number = {13},
  month = {September},
  url = {http://dx.doi.org/10.1002/cpe.3213}
}

@inproceedings{nesus2015,
  title = {Evaluating data caching techniques in DMCF workflows using Hercules},
  author = {Rodrigo Duro, Francisco and Marozzo, Fabrizio and Garcia-Blas, Javier and Carretero, Jesus and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015)},
  year = {2015},
  pages = {69-76},
  address = {Krakow, Poland},
  note = {ISBN: 978-84-608-2581-4},
  month = {September}
}

@inproceedings{ICSDM2015,
  title = {Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014},
  author = {Cesario, Eugenio and Congedo, Chiara and Marozzo, Fabrizio and Riotta, Gianni and Spada, Alessandra and Talia, Domenico and Trunfio, Paolo and Turri, Carlo},
  booktitle = {Proc. of the 2nd IEEE Conference on Spatial Data Mining and Geographical Knowledge Services},
  year = {2015},
  pages = {33--38},
  address = {Fuzhou, China},
  note = {ISBN 978-1-4799-7748-2},
  month = {July},
  url = {http://dx.doi.org/10.1109/ICSDM.2015.7298021 }
}

@incollection{AgrBorLSDSEEHV15,
  title = {Scheduling and Resource Allocation},
  author = {Agrawal, Pragati and Borgetto, Damien and Comito, Carmela and Da Costa, Georges and Pierson, Jean-Marc and Prakash, Payal and Rao, Shrisha and Talia, Domenico and Thiam, Cheikhou and Trunfio, Paolo},
  editor = {Pierson, Jean-Marc},
  booktitle = {Large Scale Distributed Systems and Energy Efficiency: A Holistic View},
  year = {2015},
  pages = {225--260},
  publisher = {Wiley},
  series = {Parallel and Distributed Computing},
  note = {ISBN 978-1-118-86463-0},
  month = {May},
  url = {http://eu.wiley.com/WileyCDA/WileyTitle/productCd-1118864638,subjectCd-CSG1.html}
}

@techreport{MultiCloud2015,
  title = {Hierarchical Approach for Efficient Workload Management in Geographical Data Centers},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Meo, Michela and Sheikhalishahi, Mehdi and Papuzzo, Giuseppe},
  year = {2015},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-15-02},
  month = {March},
  url = {http://www.icar.cnr.it/tr/2015/02}
}

@inproceedings{ParallelSwarmIntelligence-PDP2015,
  title = {Strategies for parallelizing Swarm Intelligence Algorithms},
  author = {Cicirelli, Franco and Folino, Gianluigi and Forestiero, Agostino and Giordano, Andrea and Mastroianni, Carlo and Spezzano, Giandomenico},
  booktitle = {Proceedings of the 23rd Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2015)},
  year = {2015},
  publisher = {IEEE},
  address = {Turku, Finland},
  note = {DOI: 10.1109/PDP.2015.101},
  month = {March},
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7092740}
}

@article{MarTalTruCCPE2015,
  title = {JS4Cloud: Script-based Workflow Programming for Scalable Data Analysis on Cloud Platforms},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2015},
  volume = {27},
  pages = {5214--5237},
  publisher = {Wiley InterScience  },
  number = {17},
  url = {http://dx.doi.org/10.1002/cpe.3563}
}

@inproceedings{BelMarTalTruHPC14,
  title = {Programming Visual and Script-based Big Data Analytics Workflows on Clouds},
  author = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  editor = {Grandinetti, Lucio and Joubert, Gerhard and Kunze, Marcel and Pascucci, Valerio},
  booktitle = {Post-Proc. of the High Performance Computing Workshop 2014},
  year = {2015},
  volume = {26},
  pages = {18--31},
  publisher = {IOS Press},
  address = {Cetraro, Italy},
  series = {Advances in Parallel Computing},
  note = {ISBN: 978-1-61499-582-1},
  url = {http://dx.doi.org/10.3233/978-1-61499-583-8-18}
}

@article{DaCostaSFI2015,
  title = {Exascale machines require new programming paradigms and runtimes},
  author = {Da Costa, Georges and Fahringer, Thomas and Rico-Gallego, Juan-Antonio and Grasso, Ivan and Hristov, Atanas and Karatza, Helen D. and Lastovetsky, Alexey and Marozzo, Fabrizio and Petcu, Dana and Stavrinides, Georgios L. and Talia, Domenico and Trunfio, Paolo and Astsatryan, Hrachya},
  journal = {Supercomputing Frontiers and Innovations},
  year = {2015},
  volume = {2},
  pages = {6--27},
  number = {2},
  url = {http://dx.doi.org/10.14529/jsfi150201}
}

@inproceedings{AltCesTalPDP2015,
  title = {Energy-Aware Migration of Virtual Machines Driven by Predictive Data Mining Models},
  author = {Altomare, Albino and Cesario, Eugenio and Talia, Domenico},
  booktitle = {Proceedings of the 23rd Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2015)},
  year = {2015},
  pages = {549-553},
  publisher = {IEEE},
  address = {Turku, Finland}
}

@incollection{CDN-Cloud-2014,
  title = {Mining Distributed Data Streams on Content Delivery Networks},
  author = {Cesario, Eugenio and Mastroianni, Carlo and Talia, Domenico},
  editor = {Pathan, Mukaddim and Sitaraman, K. and Robinson, D.},
  booktitle = {Advanced Content Delivery, Streaming, and Cloud Services},
  year = {2014},
  publisher = {John Wiley & Sons},
  address = {Hoboken, NJ, USA},
  note = {ISBN: 9781118575215},
  month = {October},
  url = {http://onlinelibrary.wiley.com/doi/10.1002/9781118909690.ch14/summary}
}

@inproceedings{MultiAgentCDN,
  title = {A Multi-agent Algorithm to Improve Content Management in CDN Networks},
  author = {Forestiero, Agostino and Mastroianni, Carlo},
  booktitle = {7th International Conference on Internet and Distributed Computing Systems, IDCS 2014},
  year = {2014},
  volume = {8729},
  publisher = {Springer LNCS},
  note = {ISBN: 978-3-319-11691-4},
  month = {September},
  url = {http://dx.doi.org/10.1007/978-3-319-11692-1_2}
}

@inproceedings{HPCC2014,
  title = {Trajectory Pattern Mining over a Cloud-based Framework for Urban Computing},
  author = {Altomare, Albino and Cesario, Eugenio and Comito, Carmela and Marozzo, Fabrizio and Talia, Domenico},
  booktitle = {Proc. of the 16th International Conference on High Performance Computing and Communications (HPCC 2014)},
  year = {2014},
  pages = {367-374},
  publisher = {IEEE},
  address = {Paris, France},
  note = {ISBN 978-1-4799-6123-8},
  month = {August},
  url = {http://dx.doi.org/10.1109/HPCC.2014.63}
}

@inproceedings{MarTalTruNesus2014,
  title = {A Workflow-oriented Language for Scalable Data Analytics},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the First International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2014)},
  year = {2014},
  pages = {7--12},
  address = {Porto, Portugal},
  note = {ISBN 978-84-617-2251-8},
  month = {August}
}

@inproceedings{Europar2014,
  title = {Hierarchical Approach for Green Workload Management in Distributed Data Centers},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Meo, Michela and Papuzzo, Giuseppe and Sheikhalishahi, Mehdi},
  booktitle = {20th International European Conference on Parallel and Distributed Computing, Euro-Par 2014},
  year = {2014},
  volume = {8805},
  pages = {323-334},
  publisher = {Springer},
  address = {Porto, Portugal},
  series = {LNCS},
  month = {August},
  url = {http://link.springer.com/chapter/10.1007/978-3-319-14325-5_28}
}

@inproceedings{ParallelAntAlgorithmsHPCS2014,
  title = {An Approach for Scalable Parallel Execution of Ant Algorithms},
  author = {Cicirelli, Franco and Forestiero, Agostino and Giordano, Andrea and Mastroianni, Carlo},
  booktitle = {International Conference on High Performance Computing & Simulation (HPCS 2014)},
  year = {2014},
  address = {Bologna, Italy},
  month = {July},
  url = {http://dx.doi.org/10.1109/HPCSim.2014.6903683}
}

@inproceedings{FolPisTruHPCS14,
  title = {Efficient Discovery of Data Mining Services over DHT-based Overlays},
  author = {Folino, Gianluigi and Pisani, Francesco and Trunfio, Paolo},
  booktitle = {Proc. of the 12th Int. Conference on High Performance Computing and Simulation (HPCS 2014)},
  year = {2014},
  pages = {484--490},
  publisher = {IEEE Computer Society Press},
  address = {Bologna, Italy},
  note = {ISBN 978-1-4799-5312-7},
  month = {July},
  url = {http://dx.doi.org/10.1109/HPCSim.2014.6903724}
}

@inproceedings{CorTruCTS14,
  title = {Exploiting Sleep-and-Wake Strategies in the Gnutella Network},
  author = {Corigliano, Salvatore and Trunfio, Paolo},
  booktitle = {Proc. of the 15th Int. Conference on Collaboration Technologies and Systems (CTS 2014)},
  year = {2014},
  pages = {406--412},
  publisher = {IEEE Computer Society Press},
  address = {Minneapolis, USA},
  note = {ISBN 978-1-4799-5158-1},
  month = {May},
  url = {http://dx.doi.org/10.1109/CTS.2014.6867596}
}

@article{CesMasTalJGC2013,
  title = {A Multi-Domain Architecture
for Mining Frequent Items and Itemsets
from Distributed Data Streams},
  author = {Cesario, Eugenio and Mastroianni, Carlo and Talia, Domenico},
  journal = {Journal of Grid Computing},
  year = {2014},
  volume = {12},
  pages = {153-168},
  number = {1},
  month = {March},
  url = {http://dx.doi.org/10.1007/s10723-013-9277-0}
}

@article{CollectiveServiceDiscovery2013,
  title = {A Self-Organizing P2P Framework for Collective Service Discovery},
  author = {Mastroianni, Carlo and Papuzzo, Giuseppe},
  journal = {Journal of Network and Computer Applications},
  year = {2014},
  volume = {39},
  pages = {214-222},
  month = {March},
  url = {http://dx.doi.org/10.1016/j.jnca.2013.07.002}
}

@incollection{LacTruIOT14,
  title = {A Service-Oriented Discovery Framework for Cooperating Smart Objects},
  author = {Lackovic, Marco and Trunfio, Paolo},
  editor = {Fortino, Giancarlo and Trunfio, Paolo},
  booktitle = {Internet of Things Based on Smart Objects: Technology, Middleware and Applications},
  year = {2014},
  pages = {85--105},
  publisher = {Springer},
  note = {ISBN 978-3-319-00490-7},
  url = {http://dx.doi.org/10.1007/978-3-319-00491-4_5}
}

@book{IOT14,
  title = {Internet of Things Based on Smart Objects: Technology, Middleware and Applications},
  editor = {Fortino, Giancarlo and Trunfio, Paolo},
  year = {2014},
  publisher = {Springer},
  series = {Internet of Things},
  note = {ISBN 978-3-319-00490-7},
  url = {http://www.springer.com/engineering/signals/book/978-3-319-00490-7}
}

@article{ServiseSSJGridComputing,
  title = {ServiceSs: An Interoperable Programming Framework for the Cloud},
  author = {Lordan, Francesc and Tejedor, Enric and Ejarque, Jorge and Rafanell, Roger and Álvarez, Javer and Marozzo, Fabrizio and Lezzi, Daniele and Sirvent, Raül and Talia, Domenico and Badia, RosaM.},
  journal = {Journal of Grid Computing},
  year = {2014},
  volume = {12},
  pages = {67-91},
  number = {1},
  url = {http://dx.doi.org/10.1007/s10723-013-9272-5}
}

@inproceedings{UCC2013,
  title = {Multi-Resource Workload Consolidation in Cloud Data Centers},
  author = {Mastroianni, Carlo and Meo, Michela and Papuzzo, Giuseppe},
  booktitle = {Proc. of UCC 2013, 6th IEEE/ACM International Conference on Utility and Cloud Computing},
  year = {2013},
  address = {Dresden, Germany},
  month = {December},
  url = {http://dx.doi.org/10.1109/UCC.2013.61}
}

@inproceedings{MarTalTruWORKS13,
  title = {Scalable Script-based Data Analysis Workflows on Clouds},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 8th Workshop on Workflows in Support of Large-Scale Science (WORKS 2013)},
  year = {2013},
  pages = {124--133},
  publisher = {ACM Press},
  address = {Denver, CO, USA},
  note = {ISBN 978-1-4503-2502-8},
  month = {November},
  url = {http://dx.doi.org/10.1145/2534248.2534261}
}

@inproceedings{ForLacIDCS13,
  title = {A Discovery Service for Smart Objects over an Agent-Based Middleware},
  author = {Fortino, Giancarlo and Lackovic, Marco and Russo, Wilma and Trunfio, Paolo},
  booktitle = {Proc. of the 6th International Conference on Internet and Distributed Computing Systems (IDCS 2013)},
  year = {2013},
  volume = {8223},
  pages = {281-293},
  publisher = {Springer},
  address = {Hangzhou, China},
  series = {Lecture Notes in Computer Science},
  note = {ISBN 978-3-642-41427-5},
  month = {September},
  url = {http://dx.doi.org/10.1007/978-3-642-41428-2_23}
}

@inproceedings{AgaCanGuzBCB13,
  title = {Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud},
  author = {Agapito, Giuseppe and Cannataro, Mario and Guzzi, Pietro Hiram and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics 2013 (ACM BCB 2013)},
  year = {2013},
  pages = {468},
  publisher = {ACM Press},
  address = {Washington, DC, USA},
  note = {ISBN 978-1-4503-2434-2},
  month = {September},
  url = {http://dx.doi.org/10.1145/2506583.2506605}
}

@techreport{MultiResourceConsolidation2013,
  title = {Multi-Resource Workload Consolidation in Cloud Data Centers},
  author = {Mastroianni, Carlo and Meo, Michela and Papuzzo, Giuseppe},
  year = {2013},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-13-02},
  month = {September}
}

@article{ComFalTalCERA2013,
  title = {Efficient Allocation of Data Mining Tasks in Mobile Environments},
  author = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo},
  journal = {Concurrent Engineering: Research and Applications},
  year = {2013},
  volume = {21},
  pages = {197--207},
  number = {3},
  month = {September},
  url = {http://dx.doi.org/10.1177/1063293X13493449}
}

@article{CesLacTalTruCCPE13,
  title = {Programming Knowledge Discovery Workflows in Service-Oriented Distributed Systems},
  author = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2013},
  volume = {25},
  pages = {1482--1504},
  publisher = {Wiley InterScience},
  number = {10},
  month = {July},
  url = {http://dx.doi.org/10.1002/cpe.2936}
}

@techreport{WhitePaperEnergySaving2013,
  title = {Saving Energy in Virtualized Data Centers through Dynamic Workload Consolidation},
  author = {Giordanelli, Raffaele and Mastroianni, Carlo and Meo, Michela and Papuzzo, Giuseppe and Roscetti, Andrea},
  year = {2013},
  institution = {ICAR-CNR},
  abstract = {How to save energy costs and reduce carbon emissions, complying with worldwide guidelines and certifications, through efficient distribution of workloads in the data center.},
  number = {RT-ICAR-CS-13-01},
  month = {June}
}

@inproceedings{Ipdps2013,
  title = {Analysis of a Self-Organizing Algorithm for Energy Saving in Data Centers},
  author = {Mastroianni, Carlo and Meo, Michela and Papuzzo, Giuseppe},
  booktitle = {Proc. of the 9th Workshop on High-Performance, Power-Aware Computing},
  year = {2013},
  address = {Boston (MA) USA },
  month = {May},
  url = {http://ft.ornl.gov/~dol/workshops/hppac13/}
}

@article{CarFalTalEN2013,
  title = {Scheduling Data Mining Applications in Mobile Computing Environments},
  author = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo},
  journal = {ERCIM News},
  year = {2013},
  pages = {15--16},
  number = {93},
  month = {April}
}

@article{SI-NaturalComputing-2012,
  title = {Preface: nature inspired solutions for high performance computing},
  author = {Folino, Gianluigi and Mastroianni, Carlo and Mostaghim, Sanaz},
  journal = {Natural Computing},
  year = {2013},
  volume = {12},
  publisher = {Springer},
  number = {1},
  month = {March},
  url = {http://dx.doi.org/10.1007/s11047-012-9326-9}
}

@incollection{Ces2013,
  title = {Data Access},
  author = {Cesario, Eugenio},
  editor = {Dubitzky, Werner and Wolkenhauer, Olaf and Yokota, Hiroki and Cho, Kwang Hyun},
  booktitle = {Encyclopedia of Systems Biology},
  year = {2013},
  publisher = {Springer},
  note = {ISBN 978-1-4419-9862-0}
}

@article{TCC2013,
  title = {Probabilistic Consolidation of Virtual Machines in Self-Organizing Cloud Data Centers},
  author = {Mastroianni, Carlo and Meo, Michela and Papuzzo, Giuseppe},
  journal = {IEEE Transactions on Cloud Computing},
  year = {2013},
  volume = {1},
  pages = {215-228},
  number = {2},
  url = {http://www.computer.org/csdl/trans/cc/2013/02/tcc2013020215-abs.html}
}

@inproceedings{AltCesComMarTalCloudCom2013,
  title = {Using Clouds for Smart City Applications},
  author = {Altomare, Albino and Cesario, Eugenio and Comito, Carmela and Marozzo, Fabrizio and Talia, Domenico},
  booktitle = {Proc. of the 5th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2013)},
  year = {2013},
  pages = {234-237},
  publisher = {IEEE},
  address = {Bristol, UK},
  url = {http://dx.doi.org/10.1109/CloudCom.2013.137}
}

@inproceedings{CesComTalCGC2013,
  title = {Towards a Cloud-based framework for Urban Computing. The Trajectory Analysis Case.},
  author = {Cesario, Eugenio and Comito, Carmela and Talia, Domenico},
  booktitle = {Proc. of the 3rd IEEE International Conference on Cloud and Green Computing (CGC 2013)},
  year = {2013},
  pages = {16-23},
  publisher = {IEEE}
}

@inproceedings{MarTalTruHPC12,
  title = {A Cloud Framework for Big Data Analytics Workflows on Azure},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  editor = {Catlett, Charlie and Gentzsch, Wolfgang and Grandinetti, Lucio and Joubert, Gerhard and Vazquez-Poletti, José Luis},
  booktitle = {Post-Proc. of the High Performance Computing Workshop 2012},
  year = {2013},
  volume = {23},
  pages = {182--191},
  publisher = {IOS Press},
  address = {Cetraro, Italy},
  series = {Advances in Parallel Computing},
  note = {ISBN 978-1-61499-321-6},
  url = {http://dx.doi.org/10.3233/978-1-61499-322-3-182}
}

@article{GioMasTaas12,
  title = {Bio-Inspired P2P Systems: the Case of Multi-Dimensional Overlay},
  author = {Giordanelli, Raffaele and Mastroianni, Carlo and Meo, Michela},
  journal = {ACM Transactions on Autonomous and Adaptive Systems},
  year = {2012},
  volume = {7},
  number = {4},
  month = {December}
}

@book{CRCBookTaliaTrunfio2012,
  title = {Service-oriented distributed knowledge discovery},
  author = {Talia, Domenico and Trunfio, Paolo},
  year = {2012},
  publisher = {Chapman and Hall/CRC},
  note = {ISBN 978-1-4398-7531-5},
  month = {October},
  url = {http://www.crcpress.com/product/isbn/9781439875315}
}

@inproceedings{ComFalTalTruIDC12,
  title = {A distributed allocation strategy for data mining tasks in mobile environments},
  author = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 6th International Symposium on Intelligent Distributed Computing (IDC 2012)},
  year = {2012},
  volume = {446},
  pages = {231--240},
  publisher = {Springer},
  address = { Calabria, Italy},
  series = { Studies in Computational Intelligence},
  note = {ISBN 978-3-642-32524-3},
  month = {September},
  url = {http://dx.doi.org/10.1007/978-3-642-32524-3_29}
}

@inproceedings{Globe2012,
  title = {Using Mining@home for Distributed Ensemble Learning},
  author = {Cesario, Eugenio and Mastroianni, Carlo and Talia, Domenico},
  booktitle = {Proc. of the 5th International Conference on Data Management in Cloud, Grid and P2P Systems (Globe 2012)},
  year = {2012},
  address = {Wien, Austria  },
  month = {September},
  url = {http://dx.doi.org/10.1007/978-3-642-32344-7_9}
}

@incollection{ComTalTruEEDCS2012,
  title = {An Energy Aware Framework for Mobile Data Mining},
  author = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo},
  editor = {Zomaya, Albert and Choon Lee, Young},
  booktitle = {Energy Efficient Distributed Computing Systems},
  year = {2012},
  publisher = {Wiley-IEEE Computer Society Press},
  chapter = {23},
  note = {ISBN 978-0-470-90875-4},
  month = {September},
  url = {http://dx.doi.org/10.1002/9781118342015.ch23}
}

@inproceedings{Mar-Tal-COMPSsAzure-Europar12,
  title = {Enabling cloud interoperability with COMPSs},
  author = {Marozzo, Fabrizio and Lordan, Francesc and Rafanell, Roger and Lezzi, Daniele and Talia, Domenico and Badia, RosaM.},
  booktitle = {Proc. of the 18th International  European Conference on Parallel and Distributed (Europar 2012)},
  year = {2012},
  volume = {7484},
  pages = {16-27},
  publisher = {Lecture Notes in Computer Science},
  address = {Rhodes Island, Greece},
  note = {ISBN 978-3-642-32819-0},
  abstract = {The advent of Cloud computing has given to researchers the ability to access resources that satisfy their growing needs, which could not be satisfied by traditional computing resources such as PCs and locally managed clusters. On the other side, such ability, has opened new challenges for the execution of their computational work and the managing of massive amounts of data into resources provided by different private and public infrastructures.
COMP Superscalar (COMPSs) is a programming framework that provides a programming model and a runtime that ease the development of applications for distributed environments and their execution on a wide range of computational infrastructures. COMPSs has been recently extended in order to be interoperable with several cloud technologies like Amazon, OpenNebula, Emotive and other OCCI compliant offerings.
This paper presents the extensions of this interoperability layer to support the execution of COMPSs applications into the Windows Azure Platform. The framework has been evaluated through the porting of a data mining workflow to COMPSs and the execution on an hybrid testbed.},
  month = {August},
  url = {http://dx.doi.org/10.1007/978-3-642-32820-6_4}
}

@inproceedings{ComitoForestieroMastroianni2012,
  title = {A Self-Organizing P2P Architecture for Indexing and
Searching Distributed XML Documents},
  author = {Comito, Carmela and Forestiero, Agostino and Mastroianni, Carlo},
  booktitle = {Proc. of the  12th International Conference on Next Generation Wired/Wireless Networking (NEW2AN 2012)},
  year = {2012},
  publisher = {Springer},
  address = {St. Petersburg, Russia},
  series = {LNCS},
  month = {August}
}

@inproceedings{DBLP:conf/europar/MarozzoTT12,
  title = {Using Clouds for Scalable Knowledge Discovery Applications},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Euro-Par Workshops},
  year = {2012},
  volume = {7640},
  pages = {220-227},
  address = {Rhodes Island, Greece},
  series = {Lecture Notes in Computer Science},
  crossref = {DBLP:conf/europar/2012w},
  note = {ISBN: 978-3-642-36949-0},
  month = {August},
  url = {http://dx.doi.org/10.1007/978-3-642-36949-0_25}
}

@inproceedings{FalTruHPCS12,
  title = {An Evaluation of Sampling Algorithms for Estimating the Size of a Chord Network},
  author = {Falace, Gabriele and Trunfio, Paolo},
  booktitle = {Proc. of the 10th Int. Conference on High Performance Computing and Simulation (HPCS 2012)},
  year = {2012},
  pages = {329--335},
  publisher = {IEEE Computer Society Press},
  address = {Madrid, Spain},
  note = {ISBN 978-1-4673-2359-8},
  month = {July},
  url = {http://dx.doi.org/10.1109/HPCSim.2012.6266933}
}

@inproceedings{Mar-Tal-COMPSsAzure-Abstract,
  title = {Enabling cloud interoperability with COMPSs},
  author = {Marozzo, Fabrizio and Lordan, Francesc and Rafanell, Roger and Lezzi, Daniele and Talia, Domenico and Badia, RosaM.},
  booktitle = {Cloud Futures 2012},
  year = {2012},
  address = {Berkeley, United States},
  note = {Abstract},
  month = {May}
}

@article{Talia:2012:cost_action,
  title = {Energy efficiency in large-scale distributed systems},
  author = {Trinh, Tuan A. and Hlavacs, Helmut and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {2012},
  volume = {28},
  pages = {743--744},
  number = {5},
  month = {May},
  url = {http://dx.doi.org/10.1016/j.future.2011.11.011}
}

@article{MarTalTruEN2012,
  title = {Large-Scale Data Analysis on Cloud Systems},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {ERCIM News},
  year = {2012},
  pages = {26--27},
  number = {89},
  month = {April}
}

@article{PirTalTruFGCS2012,
  title = {A DHT-Based Semantic Overlay Network for Service Discovery},
  author = {Pirrò, Giuseppe and Talia, Domenico and Trunfio, Paolo},
  journal = {Future Generation Computer Systems},
  year = {2012},
  volume = {28},
  pages = {689--707},
  publisher = {Elsevier Science},
  number = {4},
  month = {April},
  url = {http://dx.doi.org/10.1016/j.future.2011.11.007}
}

@article{CommunityStructures,
  title = {Special Issue on Community Structures in Networks: Methods and Applications},
  author = {Fragopoulou, Paraskevi and Andrzejak, Artur and Mastroianni, Carlo and Panagiotakis, Costas},
  journal = {Parallel Processing Letters},
  year = {2012},
  volume = {22},
  number = {1},
  month = {March},
  url = {http://dx.doi.org/10.1142/S012962641202001X}
}

@inproceedings{_IS_2012,
  title = {Verification of clinical guidelines encoded into knowledge-based DSSs},
  author = {Cesario, Eugenio and Esposito, Massimo and De Pietro, Giuseppe and Talia, Domenico},
  booktitle = {In Proc. of the 6th IEEE International Conference on Intelligent Systems (IS 2012)},
  year = {2012},
  pages = {264-269},
  publisher = {IEEE},
  address = {Sofia, Bulgaria},
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=6335146}
}

@inproceedings{_,
  title = {A Consistency Checker for Verifying the Knowledge Encoded into Clinical DSSs},
  author = {Cesario, Eugenio and Esposito, Massimo and De Pietro, Giuseppe and Talia, Domenico},
  booktitle = {In Proc. of the 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2012)},
  year = {2012},
  pages = {1-6},
  publisher = {IEEE},
  address = {Rome, Italy}
}

@inproceedings{SITIS2012,
  title = {A Knowledge-based Method for Verifying the Reliability of Clinical DSSs},
  author = {Cesario, Eugenio and Esposito, Massimo},
  booktitle = {In Proc. of the 8th International Conference on Signal Image Technology and Internet Based Systems (SITIS 2012)},
  year = {2012},
  pages = {489-495},
  publisher = {IEEE},
  address = {Sorrento (NA), Italy}
}

@inproceedings{CISIS_2012,
  title = {Fault-Tolerant Distributed Knowledge Discovery Services for Grids},
  author = {Cesario, Eugenio and Talia, Domenico},
  booktitle = {Proc. of the Sixth International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012)},
  year = {2012},
  pages = {1036-1041},
  publisher = {IEEE},
  address = {Palermo, Italy}
}

@article{TalIC2012,
  title = {Clouds Meet Agents: Toward Intelligent Cloud Services},
  author = {Talia, Domenico},
  journal = {IEEE Internet Computing},
  year = {2012},
  volume = {16},
  pages = {78--81},
  publisher = {IEEE Computer Society},
  number = {2}
}

@article{MarTalTruJCSS12,
  title = {P2P-MapReduce: Parallel data processing in dynamic Cloud environments},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {Journal of Computer and System Sciences},
  year = {2012},
  volume = {78},
  pages = {1382--1402},
  publisher = {Elsevier Science},
  number = {5},
  url = {http://dx.doi.org/10.1016/j.jcss.2011.12.021}
}

@article{CesTalCCPE2012,
  title = {Distributed Data Mining Patterns and Services: An Architecture and Experiments},
  author = {Cesario, Eugenio and Talia, Domenico},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2012},
  volume = {24},
  pages = {1751-1774},
  publisher = {Wiley InterScience},
  number = {15},
  url = {http://onlinelibrary.wiley.com/doi/10.1002/cpe.1877/abstract}
}

@incollection{CesLacTalDMFIP12,
  title = {A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid},
  author = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo},
  editor = {Holmes, D.E. and Jain, L.C.},
  booktitle = {Data Mining: Foundations and Intelligent Paradigms},
  year = {2012},
  volume = {24},
  pages = {57--75},
  publisher = {Springer},
  series = {Intelligent Systems Reference Library},
  note = {ISBN 978-3-642-23240-4},
  url = {http://dx.doi.org/10.1007/978-3-642-23241-1_4}
}

@article{CompNetw2011,
  title = {Editorial for Special Issue Internet-based Content Delivery},
  author = {Fortino, Giancarlo and Mastroianni, Carlo and Pallis, George and Pathan, Mukaddim and Vakali, Athena},
  journal = {Computer Networks},
  year = {2011},
  volume = {55},
  pages = {3987-3990},
  number = {18},
  month = {December},
  url = {http://dx.doi.org/10.1016/j.comnet.2011.09.009}
}

@inproceedings{ComFalTalCGC11,
  title = {Energy Efficient Task Allocation over Mobile Networks},
  author = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011)},
  year = {2011},
  pages = {380--387},
  publisher = {IEEE Computer Society Press},
  address = {Sydney, Australia},
  note = {ISBN 978-1-4673-0006-3},
  month = {December},
  url = {http://dx.doi.org/10.1109/DASC.2011.80}
}

@inproceedings{MarTalTruCloudCom2011,
  title = {A Cloud Framework for Parameter Sweeping Data Mining Applications},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of  the 3rd IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2011)},
  year = {2011},
  pages = {367--374},
  publisher = {IEEE Computer Society Press},
  address = {Athens, Greece},
  note = {ISBN 978-0-7695-4622-3},
  month = {December},
  url = {http://dx.doi.org/10.1109/CloudCom.2011.56}
}

@inproceedings{TolLacRanWORKS11,
  title = {Characterizing quality of resilience in scientific workflows},
  author = {Tolosana-Calasanz, Rafael and Lackovic, Marco and Rana, Omer and Banares, Jose and Talia, Domenico},
  booktitle = {Proceedings of the 6th workshop on Workflows in support of large-scale science},
  year = {2011},
  pages = {117-126},
  publisher = {ACM},
  address = {New York, NY, USA},
  note = {ISBN: 978-1-4503-1100-7},
  abstract = {The enactment of scientific workflows involves the distribution of tasks to distributed resources that exist in different administrative domains. Such resources can range in granularity from a single machine to one or more clusters and file systems. The use of such distributed resources during workflow enactment can be an error prone process and may lead to faults, which can range in type, frequency of occurrence and complexity. However, the level of fault tolerance available within many existing workflow engines varies significantly, ranging from no support available (requiring the user to intervene) or re-execution of a workflow automatically when a fault is detected. Many scientific workflows have to operate over heterogeneous infrastructure in the presence of failures -- therefore dealing with such failures in a more coherent way, so that a similar set of techniques can be applied across workflow engines is an important challenge. In this paper, we extend the concept of Quality of Service (QoS) -- where particular performance constraints need to be adhered to, with the concept of Quality of Resilience (QoR) -- a metric used to assess how resilient workflow enactment is likely to be in the presence of failures. We believe such a metric can guide: (i) the formulation of a workflow -- as a user annotated Directed Acyclic Graph (DAG); (ii) subsequent enactment of it over available resources. We identify how QoR must be considered at different levels -- from a user, workflow enactor and resource management perspectives. We identify the architectural elements that may be included within scientific workflows to support QoR and demonstrate the use of QoR in the Weka4WS data mining workflow system.},
  month = {November},
  url = {http://dl.acm.org/citation.cfm?id=2110511}
}

@inproceedings{Europar2011,
  title = {Self-Economy in Cloud Data Centers: Statistical Assignment and Migration of Virtual Machines},
  author = {Mastroianni, Carlo and Meo, Michela and Papuzzo, Giuseppe},
  booktitle = {17th International European Conference on Parallel and Distributed Computing, Euro-Par 2011},
  year = {2011},
  volume = {6852},
  pages = {407-418},
  publisher = {Springer LNCS},
  address = {Bordeaux, France},
  note = {ISBN: 978-3-642-23396-8},
  month = {September},
  url = {http://europar2011.bordeaux.inria.fr/}
}

@inproceedings{ComTalTruScalCom2011,
  title = {An Energy-Aware Clustering Scheme for Mobile Applications},
  author = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 11th IEEE International Conference on Computer and Information Technology (CIT 2011)},
  year = {2011},
  pages = {15-22},
  publisher = {IEEE Computer Society Press},
  address = {Paphos, Cyprus},
  note = {ISBN 978-1-4577-0383-6 },
  month = {August},
  url = {http://dx.doi.org/10.1109/CIT.2011.119}
}

@inproceedings{ForMasWoa2011_,
  title = {Description of the Self-Chord P2P Application},
  author = {Forestiero, Agostino and Mastroianni, Carlo},
  booktitle = {WOA-2011, 12th Workshop on Objects and Agents},
  year = {2011},
  volume = {741},
  pages = {175-177},
  publisher = {CEUS-WS},
  month = {July},
  url = {http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-741/}
}

@book{Bads11_2,
  title = {BADS '11: Proceedings of the 3rd Workshop on Bio-Inspired and Self-* Algorithms for Distributed Systems},
  editor = {Folino, Gianluigi and Mastroianni, Carlo and Mostaghim, Sanaz and Suzuki, Junichi},
  year = {2011},
  publisher = {ACM Press},
  address = {Karlsruhe, Germany},
  note = {ISBN: 978-1-4503-0607-2},
  month = {June},
  url = {http://bads.icar.cnr.it}
}

@inproceedings{Icac2011,
  title = {A Self-Organizing P2P System with Multi-Dimensional Structure},
  author = {Giordanelli, Raffaele and Mastroianni, Carlo and Meo, Michela},
  booktitle = {Proc. of the 8th ACM International Conference on Autonomic Computing (ICAC 2011)},
  year = {2011},
  pages = {51-60},
  address = {Karlsruhe, Germany},
  month = {June},
  url = {http://www.cis.fiu.edu/conferences/icac2011/}
}

@inproceedings{CCGrid2011,
  title = {A Sketch-based Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams},
  author = {Cesario, Eugenio and Grillo, Antonio and Mastroianni, Carlo and Talia, Domenico},
  booktitle = {Proc. of the 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2011)},
  year = {2011},
  pages = {245-253},
  address = {Newport Beach, CA, USA},
  month = {May},
  url = {http://www.ics.uci.edu/~ccgrid11/index.html}
}

@article{FolMas2011,
  title = {Bio-Inspired Optimization Techniques for High Performance Computing},
  author = {Folino, Gianluigi and Mastroianni, Carlo},
  journal = {New Generation Computing},
  year = {2011},
  volume = {29},
  pages = {125-128},
  publisher = {Springer},
  number = {2},
  month = {April},
  url = {http://www.springerlink.com/content/f216830077740r97/}
}

@article{MasEN2011,
  title = {Self-Organizing P2P Systems Inspired by Ant Colonies},
  author = {Mastroianni, Carlo},
  journal = {ERCIM News},
  year = {2011},
  pages = {42-43},
  number = {85},
  month = {April},
  url = {http://ercim-news.ercim.eu/en85/ri/self-organizing-p2p-systems-inspired-by-ant-colonies}
}

@inproceedings{CesTalPDP11,
  title = {A Failure Handling Framework for Distributed Data Mining Services on the Grid},
  author = {Cesario, Eugenio and Talia, Domenico},
  booktitle = {Proceedings of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011)},
  year = {2011},
  pages = {70-79},
  publisher = {IEEE Computer Society Press},
  address = {Ayia Napa, Cyprus},
  note = {ISBN 978-0-7695-4328-4},
  month = {February}
}

@inproceedings{MarTalTruPDP11,
  title = {A Framework for Managing MapReduce Applications in Dynamic Distributed Environments},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011)},
  year = {2011},
  pages = {149--158},
  publisher = {IEEE Computer Society Press},
  address = {Ayia Napa, Cyprus},
  note = {ISBN 978-0-7695-4328-4},
  month = {February},
  url = {http://dx.doi.org/10.1109/PDP.2011.41}
}

@inproceedings{tropea-2011,
  title = {Two step based QoS scheduler for DVB-S2 satellite system},
  author = {Tropea, Mauro and Veltri, Fiore and De Rango, Floriano and Santamaria, Franco Amilcare and Belcastro, Loris},
  booktitle = {IEEE International Conference on Communications},
  year = {2011}
}

@article{ComTalConcurrency2011,
  title = {P2P Schema-Mapping over Network-bound XML Data},
  author = {Comito, Carmela and Talia, Domenico},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2011},
  volume = {23},
  number = {9},
  url = {http://dx.doi.org/10.1002/cpe.1626}
}

@inproceedings{CesLacTalTruHPC10,
  title = {Service-Oriented Data Analysis in Distributed Computing Systems},
  author = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo},
  editor = {Foster, Ian and Gentzsch, Wolfgang and Grandinetti, Lucio and Joubert, Gerhard R.},
  booktitle = {Post-Proc. of the High Performance Computing Workshop 2010},
  year = {2011},
  volume = {20},
  pages = {225--245},
  publisher = {IOS Press},
  address = {Cetraro, Italy},
  series = {Advances in Parallel Computing},
  note = {ISBN 978-1-60750-802-1},
  url = {http://dx.doi.org/10.3233/978-1-60750-803-8-225}
}

@incollection{ComTalTruCOST2,
  title = {Improving Energy Efficiency of Mobile Applications Through Network Clustering},
  author = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo},
  editor = {Pierson, Jean-Marc and Hlavacs, Helmut},
  booktitle = {Proc. of the COST Action IC0804 on Large Scale Distributed Systems - 2nd Year},
  year = {2011},
  pages = {112--116},
  note = {ISBN 978-2-917490-18-1}
}

@inproceedings{Hong_Kong,
  title = {A Taxonomy For the Analysis of Scientific Workflow Faults},
  author = {Lackovic, Marco and Talia, Domenico and Tolosana-Calasanz, Rafael and Banares, Jose and Rana, Omer},
  booktitle = {Proc. of the 2nd International Workshop on Workflow Management in Service and Cloud Computing (WMSC2010), in conjunction with CSE 2010},
  year = {2010},
  pages = {398-403},
  address = {Hong Kong},
  organization = {IEEE},
  note = {E-ISBN:  978-0-7695-4323-9
Print ISBN: 978-1-4244-9591-7},
  month = {December},
  url = {http://ieeexplore.ieee.org/search/freesrchabstract.jsp?tp=&arnumber=5692507}
}

@article{TalTruJPDC10,
  title = {Enabling dynamic querying over distributed hash tables},
  author = {Talia, Domenico and Trunfio, Paolo},
  journal = {Journal of Parallel and Distributed Computing},
  year = {2010},
  volume = {70},
  pages = {1254--1265},
  publisher = {Elsevier Science},
  number = {12},
  month = {December},
  url = {http://dx.doi.org/10.1016/j.jpdc.2010.08.012 }
}

@article{MarTalTruEN2010,
  title = {Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  journal = {ERCIM News},
  year = {2010},
  pages = {44-45},
  number = {83},
  month = {October}
}

@article{ForLeoTON10,
  title = {Self-Chord: a Bio-Inspired P2P Framework for Self-Organizing Distributed Systems},
  author = {Forestiero, Agostino and Leonardi, Emilio and Mastroianni, Carlo and Meo, Michela},
  journal = {IEEE/ACM Transactions on Networking},
  year = {2010},
  volume = {18},
  pages = {1651-1664},
  number = {5},
  month = {October},
  url = {http://dx.doi.org/10.1109/TNET.2010.2046745 }
}

@inproceedings{IamTruLedEuroPar10,
  title = {Peer-to-Peer Computing},
  author = {Iamnitchi, Adriana and Trunfio, Paolo and Ledlie, Jonathan and Schintke, Florian},
  booktitle = {Proc. of the 16th European Conference on Parallel Computing (EuroPar 2010)},
  year = {2010},
  volume = {6271},
  pages = {444--445},
  publisher = {Springer},
  series = {LNCS},
  note = {Topic introduction - ISBN 978-3-642-15276-4},
  month = {September},
  url = {http://dx.doi.org/10.1007/978-3-642-15277-1_42}
}

@inproceedings{Ants2010,
  title = {On Possible Connections between Ant Algorithms and Random Matrix Theory},
  author = {Mastroianni, Carlo},
  booktitle = {ANTS 2010: 7th International Conference on Swarm Intelligence},
  year = {2010},
  volume = {6234/2011},
  pages = {574},
  publisher = {Springer},
  address = {Bruxelles, Belgium},
  series = {LNCS},
  month = {September},
  url = {http://www.springerlink.com/content/ph47v6q3830j5787/}
}

@proceedings{Europar10-2,
  title = {Proceedings of Euro-Par 2010, Part II},
  editor = {D'Ambra, Pasqua and Guarracino, Mario Rosario and Talia, Domenico},
  booktitle = {Euro-Par (2)},
  year = {2010},
  volume = {6272},
  publisher = {Springer},
  series = {LNCS},
  note = {ISBN 978-3-642-15290-0},
  month = {August},
  url = {http://dx.doi.org/10.1007/978-3-642-15291-7}
}

@proceedings{Europar10-1,
  title = {Proceedings of Euro-Par 2010, Part I},
  editor = {D'Ambra, Pasqua and Guarracino, Mario Rosario and Talia, Domenico},
  booktitle = {Euro-Par (1)},
  year = {2010},
  volume = {6271},
  publisher = {Springer},
  series = {LNCS},
  note = {ISBN 978-3-642-15276-4},
  month = {August},
  url = {http://dx.doi.org/10.1007/978-3-642-15277-1}
}

@inproceedings{ComTalTruIDEAS10,
  title = {Selectivity-based XML query processing in structured peer-to-peer networks},
  author = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 14th Int. Database Engineering and Applications Symposium (IDEAS 2010)},
  year = {2010},
  pages = {236--244},
  publisher = {ACM Int. Conf. Proc. Series },
  address = {Montreal, Canada},
  note = {ISBN 978-1-60558-900-8},
  month = {August}
}

@incollection{CesDecEuropar09,
  title = {Distributed Data Mining Using a Public Resource Computing Framework},
  author = {Cesario, Eugenio and De Caria, Nicola and Mastroianni, Carlo and Talia, Domenico},
  editor = {Desprez, Frederic and Getov, Vladimir and Priol, Thierry and Yahyapour, Ramin},
  booktitle = {Grids, P2P and Service computing},
  year = {2010},
  publisher = {Springer},
  note = {ISBN: 978-1-4419-6793-0},
  month = {August},
  url = {http://www.springerlink.com/content/978-1-4419-6794-7#section=740895}
}

@article{TalTruCACM10,
  title = {How Distributed Data Mining Tasks can Thrive as Knowledge Services},
  author = {Talia, Domenico and Trunfio, Paolo},
  journal = {Communications of the ACM},
  year = {2010},
  volume = {53},
  pages = {132--137},
  number = {7},
  month = {July},
  url = {http://doi.acm.org/10.1145/1785414.1785451}
}

@inproceedings{SabTruTalHPCS10,
  title = {Using Social Network and Semantic Overlay Network Approaches to Share Knowledge in Distributed Data Mining Scenarios},
  author = {Saberi, Sahar and Trunfio, Paolo and Talia, Domenico and Fesharaki, Mehdi N. and Badie, Kambiz},
  booktitle = {Proc. of the 8th Int. Conference on High Performance Computing and Simulation (HPCS 2010)},
  year = {2010},
  pages = {536-544},
  publisher = {IEEE Computer Society Press},
  address = {Caen, France},
  note = {ISBN 978-1-4244-6827-0},
  month = {June},
  url = {http://dx.doi.org/10.1109/HPCS.2010.5547080  }
}

@book{Bads10,
  title = {BADS '10: Proceedings of the 2nd Workshop on Bio-Inspired Algorithms for Distributed Systems},
  editor = {Folino, Gianluigi and Fragopoulou, Paraskevi and Mastroianni, Carlo and Suzuki, Junichi},
  year = {2010},
  publisher = {ACM Press},
  address = {Washington, DC, USA},
  note = {ISBN: 978-1-4503-0074-2},
  month = {June},
  url = {http://bads.icar.cnr.it}
}

@article{FolMasFGCS10,
  title = {Bio-Inspired Algorithms for Distributed Systems},
  author = {Folino, Gianluigi and Mastroianni, Carlo},
  journal = {Future Generation Computer Systems},
  year = {2010},
  volume = {26},
  pages = {835-837},
  publisher = {Elsevier Science},
  number = {6},
  month = {June},
  url = {http://dx.doi.org/10.1016/j.future.2010.03.002}
}

@inproceedings{PirTruTalCCGrid10,
  title = {ERGOT: A Semantic-based System for Service Discovery in Distributed Infrastructures},
  author = {Pirrò, Giuseppe and Trunfio, Paolo and Talia, Domenico and Missier, Paolo and Goble, Carole},
  booktitle = {Proc. of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010)},
  year = {2010},
  pages = {263--272},
  publisher = {IEEE Computer Society Press},
  address = {Melbourne, Australia},
  note = {ISBN 978-0-7695-4039-9},
  month = {May}
}

@inproceedings{ForMasPap10,
  title = {A Proximity-Based Self-Organizing Framework for Service Composition and Discovery},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Papuzzo, Giuseppe and Spezzano, Giandomenico},
  booktitle = {Proc. of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010)},
  year = {2010},
  pages = {428-437},
  address = {Melbourne, Australia},
  note = {ISBN: 978-0-7695-4039-9},
  month = {May}
}

@techreport{Mas2010,
  title = {A Statistical Analysis of Self-Chord: on Possible Connections between Ant Algorithms and Random Matrix Theory},
  author = {Mastroianni, Carlo},
  year = {2010},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-10-02},
  month = {May},
  url = {http://www.icar.cnr.it/tr/2010/02}
}

@techreport{GioMas2010,
  title = {The Cloud Computing Paradigm: Characteristics, Opportunities and Research Issues},
  author = {Giordanelli, Raffaele and Mastroianni, Carlo},
  year = {2010},
  institution = {ICAR-CNR},
  abstract = {The Cloud Computing paradigm has become one of the most interesting trends in the arena of distributed
computing owing to its numerous merits: Cloud frameworks allow the managers of server farms
to adapt and optimize resource usage; the “start-up” of small and medium enterprises is becoming easier
and less onerous, thanks to the possibility of cutting fixed costs; Clouds can support industrial and
academic research efficiently, because they allow complex tasks to be executed in short time with the use
of resources allocated on demand. After a short summary of Cloud Computing origins and history, this
document aims to illustrate the main ideas underlying the Cloud paradigm, and describe the different
kinds of Cloud frameworks, trying to shed light over the confusion about the Cloud Computing concept.
This document also examines the peculiarities and similarities of Cloud Computing with respect to the
other paradigms that have recently emerged in the field of parallel/distributed computing, such as Peerto-
Peer, Grid Computing and Utility Computing. All these paradigms have several common objectives,
therefore there are notable benefits that can derive from the use of Cloud solutions in existing and future
computing systems: these benefits, and the way to accomplish them, are discussed. Finally, the most
important Cloud frameworks that are currently available are illustrated and compared.},
  number = {RT-ICAR-CS-10-01},
  month = {April},
  url = {http://www.icar.cnr.it/tr/2010/01}
}

@article{LucMas2010,
  title = {Mining@home: Towards a Public Resource Computing Framework for Distributed Data Mining},
  author = {Lucchese, Claudio and Mastroianni, Carlo and Orlando, Salvatore and Talia, Domenico},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2010},
  volume = {22},
  pages = {658-682},
  publisher = {Wiley InterScience},
  abstract = {Several classes of scientific and commercial applications require the execution of a large number of independent tasks. One highly successful and low cost mechanism for acquiring the necessary computing power for these applications is the “public-resource computing”, or “desktop Grid” paradigm, which exploits the computational power of private computers. So far, this paradigm has not been applied to data mining applications for two main reasons. First, it is not straightforward to decompose a data mining algorithm into truly independent sub-tasks. Second, the large volume of involved data makes it difficult to handle the communication costs of a parallel paradigm. This paper introduces a general framework for distributed data mining applications called Mining@home. In particular, we focus on one of the main data mining problems: the extraction of closed frequent itemsets from transactional databases. We show that it is possible to decompose this problem into independent tasks, which however need to share a large volume of data. We thus introduce a data-intensive computing network, which adopts a P2P topology based on super peers with caching capabilities, aiming to support the dissemination of large amounts of information. Finally, we evaluate the execution of a pattern extraction task on such network.},
  number = {5},
  month = {April},
  url = {http://dx.doi.org/10.1002/cpe.1545}
}

@inproceedings{ForMasPdp10,
  title = { Enhancing Pastry with an Ant-Inspired Algorithm},
  author = {Forestiero, Agostino and Mastroianni, Carlo},
  booktitle = {Proc. of the 18th Euromicro International Conference on Parallel, Distributed and Network-Based Computing  (PDP 2010)},
  year = {2010},
  publisher = {SEA-Publications},
  note = {ISBN: 978-3-902457-26-4},
  month = {February}
}

@incollection{TalTruMI10,
  title = {Mobile Data Mining on Small Devices Through Web Services},
  author = {Talia, Domenico and Trunfio, Paolo},
  editor = {Yang, Laurence T. and Waluyo, Augustinus Borgy and Ma, Jianhua and Tan, Ling and Srinivasan, Bala},
  booktitle = {Mobile Intelligence: Mobile Computing and Computational Intelligence},
  year = {2010},
  pages = {264--276},
  publisher = {John Wiley & Sons},
  note = {ISBN 978-0-470-19555-0},
  month = {February},
  url = {http://www.wiley.com/WileyCDA/WileyTitle/productCd-047019555X.html}
}

@article{PirMastrTalFGCS10,
  title = {A Framework for Distributed Knowledge Management: Design and Implementation},
  author = {Pirrò, Giuseppe and Mastroianni, Carlo and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {2010},
  volume = {26},
  pages = {38-49},
  number = {1},
  month = {January},
  url = {http://dx.doi.org/10.1016/j.future.2009.06.004 }
}

@incollection{ConTalTruDMKDH10,
  title = {Parallel and Grid-based Data Mining - Algorithms, models and systems for high-performance KDD},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  editor = {Maimon, Oded and Rokach, Lior},
  booktitle = {Data Mining and Knowledge Discovery Handbook, second edition},
  year = {2010},
  pages = {1009--1028},
  publisher = {Springer},
  address = {USA},
  note = {ISBN 978-0-387-09822-7. Originally appeared in Data Mining and Knowledge Discovery Handbook, first edition, 2005},
  url = {http://dx.doi.org/10.1007/978-0-387-09823-4_53}
}

@inproceedings{CarComTalZumIDEAS10,
  title = {A Logic Approach to Virtual Sensor Networks},
  author = {Caroprese, Luciano and Comito, Carmela and Talia, Domenico and Zumpano, Ester},
  booktitle = {International Database Engineering and Applications Symposium (IDEAS 2010)},
  year = {2010},
  address = {Montreal, Candada}
}

@incollection{MarTalTruCLOUD10,
  title = {A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  editor = {Antonopoulos, Nick and Gillam, Lee},
  booktitle = {Cloud Computing: Principles, Systems and Applications},
  year = {2010},
  pages = {113--125},
  publisher = {Springer},
  chapter = {7},
  note = {ISBN 978-1-84996-240-7},
  url = {http://dx.doi.org/10.1007/978-1-84996-241-4_7}
}

@incollection{ComTalTruCOST1,
  title = {A Distributed Architecture for Energy-Efficient Data Mining over Mobile Devices},
  author = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo},
  editor = {Pierson, Jean-Marc and Hlavacs, Helmut},
  booktitle = {Proc. of the COST Action IC0804 on Large Scale Distributed Systems - 1st Year},
  year = {2010},
  pages = {28--31},
  note = {ISBN 978-2-917490-10-5}
}

@incollection{2010:Talia/CA,
  title = {Parallel Cellular Programming for Emergent Computation},
  author = {Talia, Domenico and Naumov, Lev},
  editor = {Hoekstra, Alfons G.},
  booktitle = {Simulating Compex Systems by Cellular Automata},
  year = {2010},
  pages = {357--384},
  publisher = {SpringerVerlag - Heidelberg},
  chapter = {15},
  url = {http://dx.doi.org/10.1007/978-3-642-12203-3_15}
}

@inproceedings{PapTruTalGPSC10,
  title = {An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service},
  author = {Papadakis, Harris and Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi},
  editor = {Desprez, Frederic and Getov, Vladimir and Priol, Thierry and Yahyapour, Ramin},
  booktitle = {Proc. of the CoreGrid-ERCIM-Working-Group Workshop on Grids, P2P and Services Computing 2009, in conjunction with EuroPar 2009},
  year = {2010},
  pages = {59--72},
  publisher = {Springer},
  address = {Delft, NETHERLANDS},
  note = {ISBN 978-1-4419-6793-0 },
  url = {http://dx.doi.org/10.1007/978-1-4419-6794-7_6}
}

@article{PirroTaliaDKE2010,
  title = {UFOme: An Ontology Mapping System with Strategy Prediction Capabilities},
  author = {Pirrò, Giuseppe and Talia, Domenico},
  journal = {Data & Knowledge Engineering},
  year = {2010},
  volume = {69},
  pages = {444-471},
  number = {5},
  url = {http://dx.doi.org/10.1016/j.datak.2009.12.002}
}

@article{HerKatPerFGCS10,
  title = {Grid computing, high-performance and distributed applications},
  author = {Herrero, P. and Katz, D. and Perez, M. S. and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {2010},
  volume = {26},
  pages = {257--258},
  publisher = {Elsevier Science},
  url = {http://dx.doi.org/10.1016/j.future.2009.09.003}
}

@inproceedings{TalTruHPC08,
  title = {Using Peer-to-Peer Dynamic Querying in Grid Information Services},
  author = {Talia, Domenico and Trunfio, Paolo},
  editor = {Gentzsch, Wolfgang and Grandinetti, Lucio and Joubert, Gerhard},
  booktitle = {Post-Proc. of the High Performance Computing Workshop 2008},
  year = {2010},
  volume = {14},
  pages = {109--126},
  publisher = {IOS Press},
  address = {Cetraro, Italy},
  series = {Advances in Parallel Computing},
  note = {ISBN 978-1-60750-073-5},
  url = {http://dx.doi.org/10.3233/978-1-60750-073-5-109}
}

@article{CesTalISCPE10,
  title = {Using Grids for Exploiting the Abundance of Data in Science},
  author = {Cesario, Eugenio and Talia, Domenico},
  journal = {Scalable Computing: Practice and Experience},
  year = {2010},
  volume = {11},
  pages = {251-262},
  number = {3}
}

@inproceedings{PirMisTruISDA09,
  title = {Combining DHTs and SONs for Semantic-Based Service Discovery},
  author = {Pirrò, Giuseppe and Missier, Paolo and Trunfio, Paolo and Talia, Domenico and Falace, Gabriele and Goble, Carole},
  booktitle = {Proc. of the 9th International Conference on Intelligent Systems Design and Applications (ISDA'09)},
  year = {2009},
  pages = {902--907},
  publisher = {IEEE Computer Society Press},
  address = {Pisa, Italy},
  note = {ISBN 978-0-7695-3872-3},
  month = {November},
  url = {http://dx.doi.org/10.1109/ISDA.2009.77}
}

@article{ForMasJNCA09,
  title = {Next generation content networks},
  author = {Fortino, Giancarlo and Mastroianni, Carlo},
  journal = {Journal on Network and Computing Applications},
  year = {2009},
  volume = {32},
  pages = {941-942},
  publisher = {Elsevier Science},
  number = {5},
  month = {September},
  url = {http://dx.doi.org/10.1016/j.jnca.2009.05.001}
}

@article{ForMasTevc09,
  title = {A Swarm Algorithm for a Self-Structured P2P Information System},
  author = {Forestiero, Agostino and Mastroianni, Carlo},
  journal = {IEEE Transactions on Evolutionary Computation},
  year = {2009},
  volume = {13},
  pages = {681-694},
  number = {4},
  month = {August},
  url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=5208462&arnumber=5208610&count=21&index=1}
}

@techreport{CesDecMasCoreGrid2009,
  title = {Distributed Data Mining using a
Public Resource Computing Framework},
  author = {Cesario, Eugenio and De Caria, Nicola and Mastroianni, Carlo and Talia, Domenico},
  year = {2009},
  institution = {CoreGRID Network of Excellence - Research Topics: Data & Knowledge Management, Self-* and adaptive mechanisms},
  number = {TR-0181},
  month = {July},
  url = {http://www.coregrid.net/mambo/content/view/789/1/}
}

@article{ForMasMags09,
  title = {Content management and delivery through P2P-based content networks},
  author = {Fortino, Giancarlo and Mastroianni, Carlo},
  journal = {Multiagent and Grid Systems},
  year = {2009},
  volume = {5},
  pages = {133-135},
  publisher = {IOS Press},
  number = {2},
  month = {July},
  url = {http://iospress.metapress.com/content/9887027t83u54482/?p=8f035c296caa4b4a9bcf57728ed73ff9&pi=0}
}

@book{FolKraMas09,
  title = {BADS '09: Proceedings of the Workshop on Bio-Inspired Algorithms for Distributed Systems},
  editor = {Folino, Gianluigi and Krasnogor, Natalio and Mastroianni, Carlo and Zambonelli, Franco},
  year = {2009},
  publisher = {ACM Press},
  address = {Barcelona, Spain},
  note = {ISBN: 978-1-60558-564-2},
  month = {June},
  url = {http://bads.icar.cnr.it/bads09/index.php?annonew=2009}
}

@book{ForMasPatVak09,
  title = {UPGRADE-CN '09: Proceedings of the 4th edition of the UPGRADE-CN workshop on the Use of P2P, GRID and agents for the development of content networks},
  editor = {Fortino, Giancarlo and Mastroianni, Carlo and Pathan, Mukaddim and Vakali, Athena},
  year = {2009},
  publisher = {ACM Press},
  address = {Garching, Germany},
  note = {ISBN:978-1-60558-591-8},
  month = {June},
  url = {http://portal.acm.org/citation.cfm?id=1552486.1552516&coll=ACM&dl=ACM&type=series&idx=SERIES10897&part=series&WantType=Proceedings&title=HPDC&CFID=38750621&CFTOKEN=59753822}
}

@incollection{BookMed09,
  title = {Evaluating a Bio-Inspired Approach for the Design of a Grid Information System: The SO-Grid Portal},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Pupo, Fausto and Spezzano, Giandomenico},
  editor = {Cannataro, Mario},
  booktitle = {Handbook of Research on Computational Grid Technologies for Life Sciences, Biomedicine and Healthcare},
  year = {2009},
  publisher = {Medical Information Science Reference},
  chapter = {XXXIV},
  note = {ISBN: 978-1-60566-374-6},
  month = {May},
  url = {http://www.igi-global.com/reference/details.asp?ID=34292&v=tableOfContents}
}

@inproceedings{ComMasTalHPGC09,
  title = {A Semantic-aware Information System for Multi-Domain Applications over Service Grids},
  author = {Comito, Carmela and Mastroianni, Carlo and Talia, Domenico},
  booktitle = {6th Workshop on High-Performance Grid Computing (HPGC-09), in conjunction with IPDPS'09},
  year = {2009},
  address = {Rome, Italy},
  note = {ISBN: 978-1-4244-3750-4},
  month = {May},
  url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=5160846&arnumber=5160965&count=401&index=115}
}

@inproceedings{ForMasMeo09,
  title = {Self-Chord: a Bio-Inspired Algorithm for Structured P2P Systems},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Meo, Michela},
  booktitle = {Proc. of the 9th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2009)},
  year = {2009},
  address = {Shanghai, China},
  note = {ISBN: 978-0-7695-3622-4. Best Paper Award},
  month = {May},
  url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5071832}
}

@article{ComGouSakFGCS09,
  title = {A service-oriented system for distributed data querying and integration on Grids},
  author = {Comito, Carmela and Gounaris, Anastasios and Sakellariou, Rizos and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {2009},
  volume = {25},
  pages = {511--524},
  publisher = {Elsevier Science},
  number = {5},
  month = {May},
  url = {http://dx.doi.org/10.1016/j.future.2008.11.009}
}

@inproceedings{LacTalTruICWM09,
  title = {A Service-Oriented Framework for Executing Data Mining Workflows on Grids},
  author = {Lackovic, Marco and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 4th International Workshop on Workflow Management (ICWM2009), in conjunction with GPC'09},
  year = {2009},
  pages = {72--79},
  publisher = {IEEE Computer Society Press},
  address = {Geneva, Switzerland},
  note = {ISBN 978-0-7695-3677-4},
  month = {May},
  url = {http://dx.doi.org/10.1109/GPC.2009.9}
}

@article{MasCozTal09,
  title = {A Scalable Super-Peer Approach for Public Scientific Computation},
  author = {Mastroianni, Carlo and Cozza, Pasquale and Talia, Domenico and Kelley, Ian and Taylor, Ian},
  journal = {Future Generation Computer Systems},
  year = {2009},
  volume = {25},
  pages = {213-223},
  publisher = {Elsevier Science},
  number = {3},
  month = {March},
  url = {http://dx.doi.org/10.1016/j.future.2008.08.001}
}

@inproceedings{ComMasTalSsoku09,
  title = {A Metadata Model for Multi-Domain Applications over Service Grids},
  author = {Comito, Carmela and Mastroianni, Carlo and Talia, Domenico},
  booktitle = {SSOKU09 - 1st European Conference on Software Services and SOKU technologies },
  year = {2009},
  address = {Brussels, Belgium},
  month = {January}
}

@article{ForMasRusJnca09,
  title = {A Hierarchical Control Protocol for Group-Oriented Playbacks 
supported by Content Distribution Networks},
  author = {Fortino, Giancarlo and Mastroianni, Carlo and Russo, Wilma},
  journal = {Journal of Network and Computer Applications},
  year = {2009},
  volume = {32},
  pages = {135-157},
  publisher = {Elsevier Science},
  number = {1},
  month = {January},
  url = {http://dx.doi.org/10.1016/j.jnca.2008.04.001}
}

@book{GSE09,
  title = {Grid and Services Evolution},
  editor = {Meyer, Norbert and Talia, Domenico and Yahyapour, Ramin},
  year = {2009},
  publisher = {Springer},
  series = {CoreGRID}
}

@incollection{MasPirTalKlink2009,
  title = {K-Link+: A P2P Semantic Virtual Office for Organizational Knowledge Management},
  author = {Mastroianni, Carlo and Pirrò, Giuseppe and Talia, Domenico},
  editor = {Hunter, M. Gordon},
  booktitle = {Strategic Information Systems: Concepts, Methodologies, Tools, and Applications},
  year = {2009},
  publisher = {IGI Publishing},
  chapter = {5.11},
  note = {ISBN: 978-1-60566-677-8},
  url = {http://www.igi-pub.com/reference/details.asp?id=34714}
}

@article{PirRufTaljods2009,
  title = {SECCO: On Building Semantic Links in Peer-to-Peer Networks},
  author = {Pirrò, Giuseppe and Ruffolo, Massimo and Talia, Domenico},
  journal = {Journal on Data Semantics},
  year = {2009},
  volume = {XII},
  pages = {1-36}
}

@techreport{coregrid:tr0179,
  title = {An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service},
  author = {Papadakis, Harris and Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi},
  year = {2009},
  institution = {CoreGRID Network of Excellence - Research Topic Self-* and adaptive mechanisms},
  number = {TR-0179}
}

@article{Pir09DKE,
  title = {A Semantic Similarity Metric combining Features and Intrinsic Information Content},
  author = {Pirrò, Giuseppe},
  journal = {Data & Knowledge Engineering},
  year = {2009},
  volume = {68},
  pages = {1289-1308},
  number = {11}
}

@incollection{LacTalTruFCI09,
  title = {A Framework for Composing Knowledge Discovery Workflows in Grids},
  author = {Lackovic, Marco and Talia, Domenico and Trunfio, Paolo},
  editor = {Abraham, Ajith and Hassanien, Aboul-Ella and Carvalho, André and Snášel, Václav},
  booktitle = {Foundations of Computational Intelligence Vol 6: Data Mining Theoretical Foundations and Applications,  Studies in Computational Intelligence},
  year = {2009},
  pages = {345--369},
  publisher = {Springer},
  note = {ISBN 978-3-642-01090-3},
  url = {http://dx.doi.org/10.1007/978-3-642-01091-0_15}
}

@incollection{TalTruNGDM08,
  title = {Service-Oriented Architectures for Distributed and Mobile Knowledge Discovery},
  author = {Talia, Domenico and Trunfio, Paolo},
  editor = {Kargupta, Hillol and Han, Jiawei and Yu, Philip and Motwani, Rajeev and Kumar, Vipin},
  booktitle = {Next Generation of Data Mining},
  year = {2009},
  pages = {223--242},
  publisher = {CRC Press},
  note = {ISBN 978-1-4200-8586-0},
  url = {http://www.crcnetbase.com/doi/abs/10.1201/9781420085877.ch11}
}

@inproceedings{CesTalHPDM08,
  title = {Distributed Data Mining Models as Services on the Grid},
  author = {Cesario, Eugenio and Talia, Domenico},
  booktitle = {Proc. of 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08},
  year = {2008},
  publisher = {IEEE Computer Society Press},
  address = {Pisa, Italy},
  month = {December}
}

@inproceedings{LacTalTruHPDM08,
  title = {Service Oriented KDD: A Framework for Grid Data Mining Workflows},
  author = {Lackovic, Marco and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08},
  year = {2008},
  pages = {496--505},
  publisher = {IEEE Computer Society Press},
  address = {Pisa, Italy},
  note = {ISBN 978-0-7695-3503-6 },
  month = {December},
  url = {http://dx.doi.org/10.1109/ICDMW.2008.28}
}

@inproceedings{ComTalSKG08,
  title = {P2P Schema-Mapping over Network-bound XML Data},
  author = {Comito, Carmela and Talia, Domenico},
  booktitle = {Proc. of  the Fourth International Conference on Semantics, Knowledge and Grid},
  year = {2008},
  pages = {271--278},
  publisher = {IEEE Computer Society},
  address = {Beijing, China},
  month = {December}
}

@incollection{CesConTalDMTGCE08,
  title = {Data Analysis Services in the Knowledge Grid},
  author = {Cesario, Eugenio and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  editor = {Dubitzky, Werner},
  booktitle = {Data Mining Techniques in Grid Computing Environments},
  year = {2008},
  pages = {17--36},
  publisher = {Wiley-Blackwell},
  note = {ISBN 978-0-470-51258-6},
  month = {November},
  url = {http://dx.doi.org/10.1002/9780470699904.ch2}
}

@article{TalTruVerCCPE08,
  title = {The Weka4WS framework for distributed data mining in service-oriented Grids},
  author = {Talia, Domenico and Trunfio, Paolo and Verta, Oreste},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2008},
  volume = {20},
  pages = {1933--1951},
  publisher = {Wiley InterScience},
  number = {16},
  month = {November},
  url = {http://dx.doi.org/10.1002/cpe.1311}
}

@inproceedings{MarTalTruCCA08,
  title = {Adapting MapReduce for Dynamic Environments Using a Peer-to-Peer Model},
  author = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the First Workshop on Cloud Computing and its Applications (CCA 2008)},
  year = {2008},
  address = {Chicago, USA},
  month = {October}
}

@article{MasTalVer08,
  title = {Designing an Information System for Grids: Comparing Hierarchical, Decentralized P2P and Super-Peer Models},
  author = {Mastroianni, Carlo and Talia, Domenico and Verta, Oreste},
  journal = {Parallel Computing},
  year = {2008},
  volume = {34},
  pages = {593--611},
  publisher = {Elsevier Science},
  number = {10},
  month = {October},
  url = {http://dx.doi.org/10.1016/j.parco.2008.07.001  }
}

@article{ForMasSpeFGCSJemal08,
  title = {Reorganization and discovery of grid information with epidemic tuning},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  journal = {Future Generation Computer Systems},
  year = {2008},
  volume = {24},
  pages = {788--797},
  publisher = {Elsevier Science},
  number = {8},
  month = {October},
  url = {http://dx.doi.org/10.1016/j.future.2008.04.001}
}

@article{ForMasSpeFGCSJemal08_1,
  title = {Cooperative Self-Composition and Discovery of Grid Services in P2P Networks},
  author = {Zimeo, Eugenio and Troisi, Alberto and Papadakis, Harris and Fragopoulou, Paraskevi and Forestiero, Agostino and Mastroianni, Carlo},
  journal = {Parallel Processing Letters},
  year = {2008},
  volume = {18},
  pages = {329--346},
  publisher = {World Scientific},
  number = {3},
  month = {September},
  url = {http://dx.doi.org/10.1142/S0129626408003430}
}

@inproceedings{ForMasSpeAnts08,
  title = {Dissemination of Information with Fair Load balancing in Self-Organizing Grids},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  booktitle = {Ant Colony Optimization and Swarm Intelligence},
  year = {2008},
  volume = {5217},
  pages = {291--298},
  publisher = {Springer},
  address = {Brussels, Belgium},
  series = {LNCS},
  note = {Proc. of Ants 2008: Sixth International Conference on Ant Colony Optimization and Swarm Intelligence},
  month = {September},
  url = {http://dx.doi.org/10.1007/978-3-540-87527-7_29}
}

@inproceedings{TalTruDSOM08,
  title = {Dynamic Querying in Structured Peer-to-Peer Networks},
  author = {Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 19th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM 2008)},
  year = {2008},
  volume = {5273},
  pages = {28--41},
  publisher = {Springer},
  address = {Samos Island, Greece},
  series = {LNCS},
  note = {ISBN 978-3-540-85999-4},
  month = {September},
  url = {http://dx.doi.org/10.1007/978-3-540-87353-2_3}
}

@techreport{coregrid:tr0177,
  title = {ERGOT: Combining DHTs and SONs for Semantic-Based
Service Discovery on the Grid},
  author = {Pirrò, Giuseppe and Talia, Domenico and Trunfio, Paolo and Missier, Paolo and Goble, Carole},
  year = {2008},
  institution = {Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence},
  number = {TR-0177},
  month = {August},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0177.pdf}
}

@techreport{coregrid:tr0177_1,
  title = {Data Consistency and Peer Synchronization in Cooperative P2P Environments},
  author = {P, , and Goble, Carole},
  year = {2008},
  institution = {Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence  },
  number = {TR-0177},
  month = {August}
}

@techreport{coregrid:tr0165,
  title = {A data sharing protocol for Desktop Grid projects},
  author = {Barbalace, Daniela and Kelley, Ian and Mastroianni, Carlo and Talia, Domenico and Taylor, Ian},
  year = {2008},
  institution = {Institutes on Knowledge and Data Management & Grid Systems, Tools and Environments, CoreGRID - Network of Excellence},
  number = {TR-0165},
  month = {August},
  url = {http://www.coregrid.net/mambo/images/stories/TechnicalReports/tr-0165.pdf}
}

@inproceedings{BarLucMas08,
  title = {Mining@home: Public Resource Computing for Distributed Data Mining},
  author = {Barbalace, Daniela and Lucchese, Claudio and Mastroianni, Carlo and Orlando, Salvatore and Talia, Domenico},
  booktitle = {CoreGRID Symposium},
  year = {2008},
  address = { Las Palmas de Gran Canaria, Canary Island, Spain},
  month = {August},
  url = {http://www.coregrid.net/mambo/content/view/578/378/}
}

@incollection{MasPirTal08,
  title = {K-Link+: A P2P Semantic Virtual Office for Organizational Knowledge Management},
  author = {Mastroianni, Carlo and Pirrò, Giuseppe and Talia, Domenico},
  editor = {Zilli, Antonio and Damiani, Ernesto and Ceravolo, Paolo and Corallo, Angelo and Elia, Gianluca},
  booktitle = {Semantic Knowledge Management: An Ontology-Based Framework},
  year = {2008},
  publisher = {IGI Publishing},
  note = {ISBN: 978-1-60566-034-9},
  month = {August},
  url = {http://www.igi-global.com/reference/details.asp?ID=8142}
}

@incollection{ForMasRus08,
  title = {Collaborative Media Streaming Services Based on CDNs},
  author = {Fortino, Giancarlo and Mastroianni, Carlo and Russo, Wilma},
  editor = {Buyya, Rajkumar and Pathan, Mukaddim and Vakali, Athena},
  booktitle = {Content Delivery Networks},
  year = {2008},
  publisher = {Springer},
  note = {ISBN: 978-3-540-77886-8},
  month = {August},
  url = {http://www.springer.com/engineering/signals/book/978-3-540-77886-8}
}

@incollection{ForMasPapBook08,
  title = {A Scalable Architecture for Discovery and Composition in P2P Service Networks},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Papadakis, Harris and Fragopoulou, Paraskevi and Tretola, Giancarlo and Zimeo, Eugenio},
  editor = {Gorlatch, Sergei and Fragopoulou, Paraskevi and Priol, Thierry},
  booktitle = {Grid Computing: Achievements and Prospects},
  year = {2008},
  pages = {97--108},
  publisher = {Springer},
  address = {USA},
  note = {Selected papers of the 3rd CoreGRID Integration Workshop - ISBN 978-0-387-09456-4},
  month = {July},
  url = {http://dx.doi.org/10.1007/978-0-387-09457-1_9}
}

@incollection{BarCozMasBook08,
  title = {P2P-based Job Assignment for Public Resource Computing},
  author = {Barbalace, Daniela and Cozza, Pasquale and Mastroianni, Carlo and Talia, Domenico},
  editor = {Gorlatch, Sergei and Fragopoulou, Paraskevi and Priol, Thierry},
  booktitle = {Grid Computing: Achievements and Prospects},
  year = {2008},
  pages = {49--60},
  publisher = {Springer},
  address = {USA},
  note = {Selected papers of the 3rd CoreGRID Integration Workshop - ISBN 978-0-387-09456-4},
  month = {July},
  url = {http://dx.doi.org/10.1007/978-0-387-09457-1_5}
}

@incollection{ForMasSpeBook08,
  title = {Evaluating a Bio-Inspired Approach for the Design of a Grid Information System: The So-Grid Portal},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Pupo, Fausto and Spezzano, Giandomenico},
  editor = {Porto Pazos, Ana B. and Pazos Sierra, Alejandro and Buno Buceta, Washington},
  booktitle = {Advancing Artificial Intelligence through Biological Process Applications},
  year = {2008},
  publisher = {IGI Publishing},
  note = {ISBN: 978-1-59904-996-0},
  month = {July},
  url = {http://www.igi-global.com/reference/details.asp?id=7991}
}

@incollection{CozKelMas2008,
  title = {Cache-Enabled Super-Peer Overlays for Multiple Job Submission on Grids},
  author = {Cozza, Pasquale and Kelley, Ian and Mastroianni, Carlo and Talia, Domenico and Taylor, Ian},
  editor = {Talia, Domenico and Yahyapour, Ramin and Ziegler, Wolfgang},
  booktitle = {Grid Middleware and Services: Challenges and Solutions},
  year = {2008},
  publisher = {Springer},
  note = {ISBN: 978-0-387-78445-8},
  month = {July},
  url = {http://www.springer.com/computer/communications/book/978-0-387-78445-8}
}

@book{ForMasPat08,
  title = {UPGRADE-CN '08: Proceedings of the third workshop on the Use of P2P, GRID and agents for the development of content networks},
  editor = {Fortino, Giancarlo and Mastroianni, Carlo and Pathan, Mukaddim},
  year = {2008},
  publisher = {ACM Press},
  address = {Boston, MA, USA},
  note = {ISBN:978-1-60558-155-2},
  month = {June},
  url = {http://portal.acm.org/toc.cfm?id=1384209&coll=ACM&dl=ACM&type=proceeding&idx=SERIES10897&part=series&WantType=Proceedings&title=HPDC&CFID=78704458&CFTOKEN=54095647}
}

@inproceedings{SteKolHupLASCO2008,
  title = {Striping without Sacrifices: Maintaining POSIX Semantics in a Parallel File System},
  author = {Stender, Jan and Kolbeck, Bjorn and Hupfeld, Felix and Cesario, Eugenio and Focht, Erich and Hess, Matthias and Malo, Jesus and Marti, Jonathan},
  booktitle = {Proc. of the 1st USENIX Workshop on Large-Scale Computing (LASCO '08)},
  year = {2008},
  address = {Boston},
  month = {June}
}

@techreport{coregrid:tr0152,
  title = {A Scalable Architecture for Discovery and Planning in P2P Service Networks},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Papadakis, Harris and Fragopoulou, Paraskevi and Troisi, Alberto and Zimeo, Eugenio},
  year = {2008},
  institution = {Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence},
  number = {TR-0152},
  month = {June},
  url = {http://www.coregrid.net/mambo/content/view/706/1/}
}

@techreport{coregrid:tr0141,
  title = {Distributed Data Mining in Desktop Grids},
  author = {Barbalace, Daniela and Lucchese, Claudio and Mastroianni, Carlo and Orlando, Salvatore and Talia, Domenico},
  year = {2008},
  institution = {Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence},
  number = {TR-0141},
  month = {June},
  url = {http://www.coregrid.net/mambo/content/view/703/1/}
}

@inproceedings{PirRufTalUp08,
  title = {Advanced Semantic Search and Retrieval in a Collaborative Peer-to-Peer System},
  author = {Pirrò, Giuseppe and Ruffolo, Massimo and Talia, Domenico},
  booktitle = {Proceedings of the HPDC 2008 Conference &  Co-Located Workshops},
  year = {2008},
  pages = {65-72},
  publisher = {ACM Press},
  address = {Boston, Massachusset, USA},
  note = {UPGRADE-CN '08: 3rd workshop on Use of P2P, GRID and agents for the development of content networks. ISBN:978-1-60558-155-2 },
  month = {June}
}

@inproceedings{MasPirTalINFOSC08,
  title = {A Hybrid Architecture for Content Consistency and Peer Synchronization in Cooperative P2P Environments},
  author = {Mastroianni, Carlo and Pirrò, Giuseppe and Talia, Domenico},
  booktitle = {Proc. of Infoscale 2008, the third International ICST Conference on Scalable Information Systems},
  year = {2008},
  address = {Vico Equense, Italy},
  organization = {ICST},
  note = {ISBN: 978-963-9799-28-8},
  month = {June},
  url = {http://www.infoscale.org/}
}

@article{ForMasSpeJGC08,
  title = {Building a Peer-to-peer Information System in Grids via Self-organizing Agents},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  journal = {Journal of Grid Computing},
  year = {2008},
  volume = {6},
  pages = {125-140},
  publisher = {Springer Netherlands},
  abstract = {A Grid information system should rely upon two basic features: the replication and dissemination of information about Grid services and resources, and the distribution of such information among Grid hosts. This paper examines an approach based on ant systems to replicate and map Grid services information on Grid hosts according to the semantic classification of such services. The Ant-based Replication and MApping Protocol (ARMAP) is used to disseminate resource information by a decentralized mechanism, and its effectiveness is evaluated by means of an entropy index. Information is disseminated by agents – ants – that traverse the Grid by exploiting P2P interconnections among Grid hosts. A mechanism inspired by real ants’ pheromone is used by each agent to autonomously drive its behavior on the basis of its interaction with the environment. “Swarm Intelligence” emerges from the activity of a high number of ants. The ARMAP protocol enables the use of a semi-informed search algorithm which can drive query messages towards a cluster of peers having information about resources belonging to the requested class. A simulation analysis has been performed to evaluate the performance of ARMAP.},
  number = {2},
  month = {June},
  url = {http://springerlink.metapress.com/content/d2455m2464m32v87/?p=7150dfc301c6430c91b313f226108a73&pi=12}
}

@misc{coregrid:whp0004,
  title = {Grid Architectural Issues: State-of-the-art and Future Trends},
  author = {Andrzejak, Artur and Mastroianni, Carlo and Fragopoulou, Paraskevi and Kondo, Derrick and Malecot, Paul and Reinefeld, Alexander and Schintke, Florian and Schütt, T. and Silaghi, George-Cosmin and Moura Silva, Luis and Trunfio, Paolo and Zeinalipour-Yazti, Demetris and Zimeo, Eugenio},
  year = {2008},
  institution = {Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence},
  number = {WHP-0004},
  month = {May},
  url = {http://coregrid.ercim.eu/mambo/images/stories/WhitePapers/whp-0004.pdf}
}

@article{ForMasSpeTAAS08,
  title = {So-Grid: A Self-organizing Grid Featuring Bio-inspired Algorithms},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  journal = {ACM Transactions on Autonomous and Adaptive Systems},
  year = {2008},
  volume = {3},
  number = {2},
  month = {May},
  url = {http://doi.acm.org/10.1145/1352789.1352790}
}

@misc{coregrid:whp0002,
  title = {Knowledge and Data Management in Grids: Notes on the State of the Art},
  author = {Arenas, Alvaro and Bilas, Angelos and Luna, Jesus and Marazakis, Manolis and Comito, Carmela and Talia, Domenico and D. Dikaiakos, Marios and Gounaris, Anastasios and Massonet, Philippe and Naqvi, Syed and Smith, Jim and Watson, Paul and Stagni, Federico},
  year = {2008},
  institution = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence},
  number = {WHP-0002},
  month = {April},
  url = {http://www.coregrid.net/mambo/images/stories/WhitePapers/whp-0002.pdf}
}

@inproceedings{ForMasPap08,
  title = {A Scalable Architecture for Discovery and Composition in P2P Service Networks},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Papadakis, Harris and Fragopoulou, Paraskevi and Tretola, Giancarlo and Zimeo, Eugenio},
  booktitle = {Proc. of the 3rd CoreGRID Integration Workshop},
  year = {2008},
  address = {Hersonissos, Greece},
  note = {ISBN: 978-960-524-260-2},
  month = {April}
}

@inproceedings{BarCozMas08,
  title = {P2P-based Job Assignment for Public Resource Computing},
  author = {Barbalace, Daniela and Cozza, Pasquale and Mastroianni, Carlo and Talia, Domenico},
  booktitle = {Proc. of the 3rd CoreGRID Integration Workshop},
  year = {2008},
  address = {Hersonissos, Greece},
  note = {ISBN: 978-960-524-260-2},
  month = {April}
}

@inproceedings{TruTalGhoCIW08,
  title = {Implementing Dynamic Querying Search in k-ary DHT-based Overlays},
  author = {Trunfio, Paolo and Talia, Domenico and Ghodsi, Ali and Haridi, Seif},
  booktitle = {Pre-Proc. of the CoreGRID Integration Workshop 2008},
  year = {2008},
  pages = {253–-264},
  address = {Hersonissos, Greece},
  note = {ISBN 978-960-524-260-2},
  month = {April}
}

@article{CanTalTraFGCS08,
  title = {SIGMCC: a System for Sharing Meta Patient Records in a Peer-to-peer
Environment},
  author = {Cannataro, Mario and Talia, Domenico and Tradigo, Giuseppe and Trunfio, Paolo and Veltri, Pierangelo},
  journal = {Future Generation Computer Systems},
  year = {2008},
  volume = {24},
  pages = {222--234},
  publisher = {Elsevier Science},
  number = {3},
  month = {March},
  url = {http://dx.doi.org/10.1016/j.future.2007.06.006}
}

@techreport{coregrid:tr0128,
  title = {Data Consistency and Peer Synchronization in Cooperative P2P Environments},
  author = {Mastroianni, Carlo and Pirrò, Giuseppe and Talia, Domenico},
  year = {2008},
  institution = {Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence},
  number = {TR-0128},
  month = {February},
  url = {http://www.coregrid.net/mambo/images/stories/TechnicalReports/tr-0128.pdf}
}

@article{ConTalTruJPDC08,
  title = {Service-Oriented Middleware for Distributed Data Mining on the Grid},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  journal = {Journal of Parallel and Distributed Computing},
  year = {2008},
  volume = {68},
  pages = {3--15},
  publisher = {Elsevier Science},
  number = {1},
  month = {January},
  url = {http://dx.doi.org/10.1016/j.jpdc.2007.07.007}
}

@inproceedings{ComTalHPC08,
  title = {Data Integration based on Schema-Mapping in Service-based Grids},
  author = {Comito, Carmela and Talia, Domenico},
  editor = {Grandinetti, Lucio},
  booktitle = {Post-Proc. of the High Performance Computing Workshop 2006},
  year = {2008},
  volume = {16},
  pages = {308--328},
  publisher = {IOS Press},
  series = {Advances in Parallel Computing}
}

@article{ComPatTalIJCSSE2008,
  title = {PARIS: A Peer-to-Peer Architecture for Large-Scale Semantic Data Sharing},
  author = {Comito, Carmela and Patarin, Simon and Talia, Domenico},
  journal = {International Journal of Computer Systems Science and Engineering (IJCSSE) - Special Issue on Data Management in Grid and P2P Systems},
  year = {2008},
  volume = {23},
  pages = {59--76},
  publisher = {CLR Publishing},
  number = {2}
}

@article{ForMasPapTCSB08,
  title = {Towards a Self-structured Grid: An Ant-Inspired P2P Algorithm},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Papuzzo, Giuseppe and Spezzano, Giandomenico},
  journal = {Transactions on Computational Systems Biology},
  year = {2008},
  volume = {5410},
  publisher = {Springer},
  number = {X},
  url = {http://dx.doi.org/10.1007/978-3-540-92273-5}
}

@inproceedings{talia:08-10,
  title = {Distributed Data Mining Tasks and Patterns as Services},
  author = {Talia, Domenico},
  booktitle = {Workshops Euro-Par 2008},
  year = {2008},
  address = {Las Palmas}
}

@inproceedings{PirSeco2008,
  title = {Design, Implementation and Evaluation of a New Similarity Metric Combining Feature and Intrinsic Information Content},
  author = {Pirrò, Giuseppe and Seco, Nuno},
  booktitle = {ODBASE 2008},
  year = {2008},
  volume = {5178},
  pages = {631-641},
  publisher = {Springer Verlag},
  series = {LNCS}
}

@inproceedings{TruTalGhoGCAP08,
  title = {Implementing Dynamic Querying Search in k-ary DHT-based Overlays},
  author = {Trunfio, Paolo and Talia, Domenico and Ghodsi, Ali and Haridi, Seif},
  editor = {Gorlatch, Sergei and Fragopoulou, Paraskevi and Priol, Thierry},
  booktitle = {Proc. of the CoreGRID Integration Workshop 2008},
  year = {2008},
  pages = {275--286},
  publisher = {Springer},
  address = {Hersonissos, Greece},
  note = {ISBN 978-0-387-09456-4},
  url = {http://dx.doi.org/10.1007/978-0-387-09457-1_23}
}

@incollection{ForMasSpeNicso2007,
  title = {Spatial Sorting of Binary Metadata Documents via Nature-Inspired Agents in Grids},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  editor = {Krasnogor, Natalio and Nicosia, Giuseppe and Pavone, Mario and Pelta, David},
  booktitle = { Nature Inspired Cooperative Strategies for Optimization},
  year = {2008},
  volume = {129},
  pages = {63--72},
  publisher = {Springer},
  address = {Berlin/Heidelberg},
  series = {Studies in Computational Intelligence},
  note = {ISBN: 978-3-540-78986-4},
  url = {http://dx.doi.org/10.1007/978-3-540-78987-1_6}
}

@inproceedings{PirRufTalKes08,
  title = {An Algorithm for Discovering Ontology Mappings in P2P Systems},
  author = {Pirrò, Giuseppe and Ruffolo, Massimo and Talia, Domenico},
  booktitle = {KES  -  Session on Advanced-Knowledge-based Systems},
  year = {2008},
  volume = {5178 },
  pages = {631–641},
  publisher = {Springer Verlag},
  series = {LNAI}
}

@article{ForMasSpeFGCS08,
  title = {QoS-based Dissemination of Content in Grids},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  journal = {Future Generation Computer Systems},
  year = {2008},
  volume = {24},
  pages = {235--244},
  publisher = {Elsevier Science},
  number = {3},
  url = {http://dx.doi.org/10.1016/j.future.2007.05.003}
}

@article{PirTalIS08,
  title = {LOM: a Linguistic Ontology Matcher Based on
Information Retrieval},
  author = {Pirrò, Giuseppe and Talia, Domenico},
  journal = {Journal of Information Science},
  year = {2008},
  volume = {34},
  pages = {845-860},
  number = {6},
  url = {http://dx.doi.org/doi:10.1177/0165551508091014}
}

@book{TalYahZieGMSCS08,
  title = {Grid Middleware and Services: Challenges and Solutions},
  editor = {Talia, Domenico and Yahyapour, Ramin and Ziegler, Wolfgang},
  year = {2008},
  publisher = {Springer},
  address = {USA},
  note = {ISBN 978-0-387-78445-8},
  url = {http://www.springer.com/computer/communications/book/978-0-387-78445-8}
}

@inproceedings{AntConMonGMSCS08,
  title = {Peer-to-Peer Metadata Management for Knowledge Discovery Applications in Grids},
  author = {Antoniu, Gabriel and Congiusta, Antonio and Monnet, Sébastien and Talia, Domenico and Trunfio, Paolo},
  editor = {Talia, Domenico and Yahyapour, Ramin and Ziegler, Wolfgang},
  booktitle = {Proc. of the CoreGRID Workshop on Grid Middleware 2007},
  year = {2008},
  pages = {219--233},
  publisher = {Springer},
  address = {Dresden, Germany},
  note = {ISBN 978-0-387-78445-8},
  url = {http://dx.doi.org/10.1007/978-0-387-78446-5_15}
}

@inproceedings{PapTruTalMGW08,
  title = {Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System},
  author = {Papadakis, Harris and Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi},
  editor = {Danelutto, Marco and Fragopoulou, Paraskevy and Getov, Vladimir},
  booktitle = {Proc. of the Joint CoreGRID Workshop on Making Grids Work 2007},
  year = {2008},
  pages = {89--101},
  publisher = {Springer},
  address = {Heraklion, Greece},
  note = {ISBN 978-0-387-78447-2},
  url = {http://dx.doi.org/10.1007/978-0-387-78448-9_7}
}

@article{AngCesPizINS08,
  title = {Random Walk Biclustering for Microarray Data},
  author = {Angiulli, Fabrizio and Cesario, Eugenio and Pizzuti, Clara},
  journal = {Information Sciences},
  year = {2008},
  volume = {178},
  pages = {1479-1497},
  number = {6},
  url = {http://dx.doi.org/10.1016/j.ins.2007.11.007 }
}

@article{HupCorFocCCPE08,
  title = {The XtreemFS architecture - a case object-based file systems in Grids},
  author = {Hupfeld, Felix and Cortes, Toni and Kolbeck, Bjorn and Focht, Erich and Hess, Matthias and Malo, Jesus and Marti, Jonathan and Stender, Jan and Cesario, Eugenio},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2008},
  volume = {20},
  pages = {2049-2060},
  publisher = {Wiley InterScience},
  number = {8},
  url = {http://dx.doi.org/10.1002/cpe.1304}
}

@article{ForMasFGCS07SpecIss,
  title = {Enhancing content networks with P2P, Grid and Agent technologies},
  author = {Fortino, Giancarlo and Mastroianni, Carlo},
  journal = {Future Generation Computer Systems},
  year = {2008},
  volume = {24},
  pages = {177--179},
  publisher = {Elsevier Science},
  number = {3},
  url = {http://dx.doi.org/10.1016/j.future.2007.08.002}
}

@article{CesFolLocKAIS07,
  title = {Boosting Text Segmentation via Progressive Classification},
  author = {Cesario, Eugenio and Folino, Francesco and Locane, Antonio and Manco, Giuseppe and Ortale, Riccardo},
  journal = {Knowledge and Information Systems},
  year = {2008},
  volume = {15},
  pages = {285 - 320},
  publisher = {Springer London},
  number = {3}
}

@article{PirRufTalExtenEnter2009,
  title = {Leveraging Peer-to-Peer and Ontologies for the Extended Enterprise},
  author = {Pirrò, Giuseppe and Ruffolo, Massimo and Talia, Domenico},
  journal = {International Journal of Business Process Integration and Management. Special Issue in Innovations in the Extended Enterprise.},
  year = {2008},
  volume = {3},
  pages = {223-229},
  number = {4}
}

@inproceedings{TalTruZenAERGS08,
  title = {A Peer-to-Peer Framework for Resource Discovery in Large-Scale Grids},
  author = {Talia, Domenico and Trunfio, Paolo and Zeng, Jingdi and Högqvist, Mikael},
  editor = {Gorlatch, Sergei and Bubak, Marian and Priol, Thierry},
  booktitle = {Proc. of the CoreGRID Integration Workshop 2006},
  year = {2008},
  pages = {123--137},
  publisher = {Springer},
  address = {Cracow, POLAND},
  note = {ISBN 978-0-387-72811-7},
  url = {http://dx.doi.org/10.1007/978-0-387-72812-4_10}
}

@techreport{coregrid:tr0119,
  title = {Implementing Dynamic Querying Search in k-ary DHT-based Overlays},
  author = {Trunfio, Paolo and Talia, Domenico and Ghodsi, Ali and Haridi, Seif},
  year = {2007},
  institution = {Institute on Architectural issues: scalability, dependability, adaptability, CoreGRID - Network of Excellence},
  number = {TR-0119},
  month = {December},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0119.pdf  }
}

@techreport{CoreGRIDTR0117,
  title = {A P2P Job Assignment Protocol for Volunteer Computing Systems},
  author = {Barbalace, Daniela and Cozza, Pasquale and Mastroianni, Carlo and Talia, Domenico},
  year = {2007},
  institution = {Institute on Knowledge and Data Management, CoreGRID Network of Excellence},
  number = {TR-0117},
  month = {December},
  url = {http://www.coregrid.net/mambo/images/stories/TechnicalReports/tr-0117.pdf}
}

@inproceedings{ForMasSpeBionetics07,
  title = {Antares: an Ant-Inspired P2P Information System for a Self-Structured Grid},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  booktitle = {BIONETICS 2007 - 2nd International Conference on Bio-Inspired Models of Network, Information, and Computing Systems},
  year = {2007},
  address = {Budapest, Hungary},
  month = {December},
  url = {http://www.bionetics.org/}
}

@techreport{coregrid:tr0118,
  title = {Designing data analysis services in the Knowledge Grid},
  author = {Cesario, Eugenio and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  year = {2007},
  institution = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence},
  number = {TR-0118},
  month = {November},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0118.pdf  }
}

@inproceedings{ForMasSpeNic07,
  title = {Spatial Sorting of Binary Metadata Documents via Nature-Inspired Agents in Grids},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  booktitle = {NICSO 2007 - 2nd International Workshop on Nature Inspired Cooperative Strategies for Optimization},
  year = {2007},
  address = {Acireale (CT), Italy},
  month = {November},
  url = {http://www.dmi.unict.it/nicso2007/}
}

@techreport{CoreGRIDTR0112,
  title = {Use of P2P Overlays for Distributed Data Caching in Public Scientific Computing},
  author = {Cozza, Pasquale and Kelley, Ian and Mastroianni, Carlo and Talia, Domenico and Taylor, Ian},
  year = {2007},
  institution = {Institute on Knowledge and Data Management, CoreGRID Network of Excellence},
  number = {TR-0112},
  month = {October},
  url = {http://www.coregrid.net/mambo/images/stories/TechnicalReports/tr-0112.pdf}
}

@inproceedings{TalTruNGDM07,
  title = {How Distributed Data Mining Tasks can Thrive as Services on Grids},
  author = {Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of National Science Foundation Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM'07)},
  year = {2007},
  address = {Baltimore, USA},
  month = {October}
}

@inproceedings{HupCorFocVLDBWORKSHOP07,
  title = {XtreemFS: a case for object-based storage in Grid data management},
  author = {Hupfeld, Felix and Cortes, Toni and Kolbeck, Bjorn and Focht, Erich and Hess, Matthias and Malo, Jesus and Marti, Jonathan and Stender, Jan and Cesario, Eugenio},
  booktitle = {Proc. of the 3rd VLDB Workshop on Data Management in Grids - co-located with the 33th International Conference on Very Large Data Bases (VLDB Workshop'07)},
  year = {2007},
  month = {September}
}

@inproceedings{ForMasSpeWiv07,
  title = {Artificial Ants for Information Management in Distributed Systems},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  booktitle = {WIVACE 2007 - Workshop Italiano di Vita Artificiale e Computazione Evolutiva},
  year = {2007},
  address = {Baia Samuele, Sampieri (Ragusa), Italy},
  note = {ISSN: 1973-0543},
  month = {September}
}

@incollection{ConTalTruMMKDDM07,
  title = {Using Grids for Distributed Knowledge Discovery},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  editor = {Felici, Giovanni and Vercellis, Carlo},
  booktitle = {Mathematical Methods for Knowledge Discovery and Data Mining},
  year = {2007},
  pages = {284--298},
  publisher = {IGI Global},
  address = {Hershey, USA},
  chapter = {XVII},
  note = {ISBN 978-1-59904-528-3},
  month = {September},
  url = {http://www.igi-global.com/reference/details.asp?id=6991}
}

@techreport{coregrid:tr0105,
  title = {Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System},
  author = {Papadakis, Harris and Fragopoulou, Paraskevi and Trunfio, Paolo and Talia, Domenico},
  year = {2007},
  institution = {Institute on Architectural issues: scalability, dependability, adaptability, CoreGRID - Network of Excellence},
  number = {TR-0105},
  month = {August},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0105.pdf  }
}

@article{TruTalPapFGCS07,
  title = {Peer-to-Peer resource discovery in Grids: Models and systems},
  author = {Trunfio, Paolo and Talia, Domenico and Papadakis, Harris and Fragopoulou, Paraskevi and Mordacchini, Matteo and Pennanen, Mika and Popov, Konstantin and Vlassov, Vladimir and Haridi, Seif},
  journal = {Future Generation Computer Systems},
  year = {2007},
  volume = {23},
  pages = {864--878},
  publisher = {Elsevier Science},
  address = {Amsterdam, The Netherlands},
  number = {7},
  month = {August},
  url = {http://dx.doi.org/10.1016/j.future.2006.12.003}
}

@book{ForMasPie07,
  title = {UPGRADE-CN '07: Proceedings of the second workshop on the Use of P2P, GRID and agents for the development of content networks},
  editor = {Fortino, Giancarlo and Mastroianni, Carlo and Pierre, Guillaume},
  year = {2007},
  publisher = {ACM Press},
  address = {Monterey Bay, CA, USA},
  note = {ISBN:978-1-59593-718-6},
  month = {June},
  url = {http://portal.acm.org/toc.cfm?id=1272980&coll=ACM&dl=ACM&type=proceeding&idx=SERIES10897&part=series&WantType=Proceedings&title=HPDC&CFID=78704458&CFTOKEN=54095647}
}

@inproceedings{MasPirTalUp07,
  title = {Data Consistency in a P2P Knowledge Management Platform},
  author = {Mastroianni, Carlo and Pirrò, Giuseppe and Talia, Domenico},
  booktitle = {Proceedings of the HPDC 2007 Conference &  Co-Located Workshops},
  year = {2007},
  pages = {17-24},
  publisher = {ACM Press},
  address = {Monterey, California, USA},
  note = {UPGRADE-CN '07: 2nd workshop on Use of P2P, GRID and agents for the development of content networks. ISBN 978-1-59593-718-6},
  month = {June},
  url = {http://doi.acm.org/10.1145/1272980.1272987}
}

@inproceedings{TayHarMas07,
  title = {Cache for workflows},
  author = {Taylor, Ian and Harrison, Andrew and Mastroianni, Carlo and Shields, Matthew},
  booktitle = {Proceedings of the HPDC 2007 Conference &  Co-Located Workshops},
  year = {2007},
  pages = {13--20},
  publisher = {ACM Press},
  address = {Monterey, California, USA},
  note = {WORKS '07: 2nd workshop on Workflows in support of large-scale science. ISBN 978-1-59593-715-5},
  month = {June},
  url = { http://doi.acm.org/10.1145/1273360.1273363}
}

@inproceedings{CozMasTalLNCS07,
  title = {A Super-Peer Protocol for Multiple Job Submission on a Grid},
  author = {Cozza, Pasquale and Mastroianni, Carlo and Talia, Domenico and Taylor, Ian},
  editor = {Lehner, Wolfgang and Meyer, Norbert and Streit, Achim and Stewart, Craig},
  booktitle = {Euro-Par 2006 Workshops},
  year = {2007},
  volume = {4375},
  pages = {116--125},
  publisher = {Springer Berlin/Heidelberg},
  address = {Dresden, Germany},
  series = {LNCS},
  note = {ISBN: 978-3-540-72226-7},
  month = {June},
  url = {http://dx.doi.org/10.1007/978-3-540-72337-0_12}
}

@inproceedings{CesCorFocLINUXTAG07,
  title = {XtreemFS - an object-based file system for large scale federated IT infrastructures},
  author = {Cesario, Eugenio and Cortes, Toni and Focht, Erich and Hess, Matthias and Hupfeld, Felix and Kolbeck, Bjorn and Malo, Jesus and Marti, Jonathan and Stender, Jan},
  booktitle = {Proc. of  the Linux Tag 2007 },
  year = {2007},
  month = {May}
}

@inproceedings{CesTalJRS07,
  title = {From Parallel Data Mining to Grid enabled Distributed Knowledge Discovery},
  author = {Cesario, Eugenio and Talia, Domenico},
  booktitle = {Proc. of  the 18th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC'07)},
  year = {2007},
  volume = {4482},
  pages = {25--36},
  publisher = {Springer},
  address = {Toronto, Canada},
  series = {LNAI},
  note = {ISBN 3-540-72529-6},
  month = {May}
}

@techreport{coregrid:tr0083,
  title = {Peer-to-Peer Metadata Management for Knowledge Discovery Applications in Grids},
  author = {Congiusta, Antonio and Trunfio, Paolo and Monnet, Sébastien},
  year = {2007},
  institution = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence},
  number = {TR-0083},
  month = {May},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0083.pdf  }
}

@inproceedings{ForMasPup07,
  title = {Bio-inspired Grid Information System with Epidemic Tuning},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Pupo, Fausto and Spezzano, Giandomenico},
  editor = {Cerin, Christophe and Li, Kuan-Ching},
  booktitle = {Advances in Grid and Pervasive Computing, GPC 2007 Conference},
  year = {2007},
  volume = {4459},
  pages = {716-723},
  publisher = {Springer Berlin/Heidelberg},
  address = {Paris, France},
  series = {LNCS},
  note = {ISBN: 978-3-540-72359-2},
  abstract = {This paper proposes a bio-inspired approach for the construction of a Grid information system in which metadata documents that describe Grid resources are disseminated and logically reorganized on the Grid. A number of ant-like agents travel the Grid through P2P interconnections and use probability functions to replicate resource descriptors and collect those related to resources with similar characteristics in nearby Grid hosts. Resource reorganization results from the collective activity of a large number of agents, which perform simple operations at the local level, but together engender an advanced form of
“swarm intelligence” at the global level. An adaptive tuning mechanism based on the epidemic paradigm is used to regulate the dissemination of resources according to users’ needs. Simulation analysis shows that the epidemic mechanism can be used to balance the two main functionalities of the proposed
approach: entropy reduction and resource replication.},
  month = {May},
  url = {http://dx.doi.org/10.1007/978-3-540-72360-8_63}
}

@inproceedings{ConTalTruCISL07,
  title = {Open Source in Grid Computing: Current State and Perspectives},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the Italian Conference on Free Software 2007},
  year = {2007},
  pages = {230--239},
  address = {Rende (Cosenza), Italy},
  month = {May}
}

@inproceedings{GouComSak07,
  title = {A Service-Oriented System to Support Data Integration on Data Grids},
  author = {Gounaris, Anastasios and Comito, Carmela and Sakellariou, Rizos and Talia, Domenico},
  booktitle = {Proceedings of Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), Rio de Janeiro, Brazil},
  year = {2007},
  publisher = {IEEE Computer Society},
  month = {May}
}

@article{ForRusMasIEEEMM,
  title = {CDN-Supported Collaborative Media Streaming Control},
  author = {Fortino, Giancarlo and Russo, Wilma and Mastroianni, Carlo and Palau, Carlos and Esteve, Manuel},
  journal = {IEEE MultiMedia},
  year = {2007},
  volume = {14},
  pages = {60--71},
  publisher = {IEEE Computer Society},
  address = {Los Alamitos, CA, USA},
  abstract = {We propose a system called Comodin, based on a content distribution network (CDN), that provides collaborative media playback services. Specifically, the system enables Internet-based interactive media service for e-learning and e-entertainment, allowing an explicitly formed group of clients to view and cooperatively control a shared remote media playback.},
  number = {2},
  month = {April},
  url = {http://doi.ieeecomputersociety.org/10.1109/MMUL.2007.29}
}

@techreport{CoreGRIDTR0071,
  title = {A Service-Oriented System to Support Data Integration on Data Grids},
  author = {Comito, Carmela and Talia, Domenico and Gounaris, Anastasios and Sakellariou, Rizos},
  year = {2007},
  institution = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence},
  number = {TR-0071},
  month = {February}
}

@inproceedings{MasTalVerPDP2007,
  title = {Evaluating Resource Discovery Protocols for Hierarchical and Super-Peer Grid Information Systems},
  author = {Mastroianni, Carlo and Talia, Domenico and Verta, Oreste},
  booktitle = {Proc. of the 15th EUROMICRO International Conference on Parallel, Distributed and Network-Based Processing (PDP'07)},
  year = {2007},
  pages = {147-154},
  publisher = {IEEE Computer Society},
  address = {Naples, Italy},
  abstract = {Most currently deployed Grids adopt a hierarchical model for their information system. However, nowadays the research and development community is heading towards the use of scalable models of information services based on decentralized approaches such as the peer-to-peer paradigm. This is mainly due to the poor scalability, resiliency and loadbalancing features of the hierarchical model. This paper evaluates a resource discovery protocol exploitable in a hierarchical Grid and compares it with a super-peer based model which has recently been introduced. Performance analysis, carried out through simulation, shows that the hierarchical model is valuable for small and medium sized Grids, while the super-peer model is better suited for very large Grids.},
  month = {February},
  url = {http://doi.ieeecomputersociety.org/10.1109/PDP.2007.43}
}

@techreport{CoreGRIDTR0067,
  title = {A Super-Peer Model for Multiple Job Submission on a Grid},
  author = {Cozza, Pasquale and Mastroianni, Carlo and Talia, Domenico and Taylor, Ian},
  year = {2007},
  institution = {Institute on Knowledge and Data Management, CoreGRID Network of Excellence},
  number = {TR-0067},
  month = {January}
}

@article{ConTalTruFGCS07,
  title = {Distributed data mining services leveraging WSRF},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  journal = {Future Generation Computer Systems},
  year = {2007},
  volume = {23},
  pages = {34--41},
  publisher = {Elsevier Science},
  address = {Amsterdam, The Netherlands},
  number = {1},
  month = {January},
  url = {http://dx.doi.org/10.1016/j.future.2006.04.005}
}

@incollection{GouSakComTalKDMG_1,
  title = {Data integration and query reformulation in service-based Grids},
  author = {Comito, Carmela and Talia, Domenico and Gounaris, Anastasious and Sakellariou, Rizos},
  editor = {Gorlatch, Sergei and Danelutto, Marco},
  booktitle = {Integrated Research in GRID Computing},
  year = {2007},
  volume = {4},
  pages = {1--13},
  publisher = {Springer}
}

@incollection{GouSakComTalKDMG,
  title = {Service Choreography For Data Integration On The Grid},
  author = {Gounaris, Anastasious and Sakellariou, Rizos and Comito, Carmela and Talia, Domenico},
  editor = {Talia, Domenico and Bilas, Angelos and Dikaiakos, Marios D},
  booktitle = {Knowledge and Data Management in GRIDs},
  year = {2007},
  volume = {1},
  pages = {19--33},
  publisher = {Springer}
}

@article{CesManOrtTKDE07,
  title = {Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data},
  author = {Cesario, Eugenio and Manco, Giuseppe and Ortale, Riccardo},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  year = {2007},
  volume = {19},
  pages = {1607-1624},
  number = {12}
}

@inproceedings{PirTalSWAP2007,
  title = {UFOme: A User Friendly Ontology Mapping Environment},
  author = {Pirrò, Giuseppe and Talia, Domenico},
  booktitle = {Proc. of the 4th Italian SWAP Workshop on Semantic Web Applications and Perspectives},
  year = {2007},
  publisher = {CEUR-WS}
}

@article{AlCozHar07,
  title = {Distributing workflows over a ubiquitous P2P network},
  author = {Al-Shakarchi, Eddie and Cozza, Pasquale and Harrison, Andrew and Mastroianni, Carlo and Shields, Matthew and Talia, Domenico and Taylor, Ian},
  journal = {Scientific Programming},
  year = {2007},
  volume = {15},
  pages = {269--281},
  publisher = {IOS Press},
  address = {Amsterdam, The Netherlands},
  number = {4},
  url = {http://iospress.metapress.com/link.asp?id=53vj43704883g711}
}

@inproceedings{pirtalswae2007,
  title = {An approach to Ontology Mapping based on the Lucene search engine library},
  author = {Pirrò, Giuseppe and Talia, Domenico},
  booktitle = {Proc. of the 1st International DEXA Workshop on Semantic Web Architectures For Enterprises},
  year = {2007},
  pages = {407-411},
  publisher = {IEEE},
  url = {http://dx.doi.org/10.1109/DEXA.2007.4312926}
}

@article{ForMasSpeMAGS07,
  title = {A Decentralized Ant-Inspired Approach for Resource Management and Discovery in Grids},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  journal = {Multiagent and Grid Systems - An International Journal},
  year = {2007},
  volume = {3},
  pages = {43--63},
  publisher = {IOS Press},
  address = {Amsterdam, The Netherlands},
  number = {1},
  url = {http://dl.acm.org/citation.cfm?id=1375353}
}

@book{TalBilDikKDMG06,
  title = {Knowledge and Data Management in Grids},
  editor = {Talia, Domenico and Bilas, Angelos and Dikaiakos, Mario},
  year = {2007},
  publisher = {Springer},
  address = {USA},
  note = {ISBN 0-387-37830-8}
}

@inproceedings{TalTruZenVecpar06,
  title = {Peer-to-Peer Models for Resource Discovery in Large-scale Grids: A Scalable Architecture},
  author = {Talia, Domenico and Trunfio, Paolo and Zeng, Jingdi},
  booktitle = {Proc. of the 7th International Conference on High Performance Computing in Computational Sciences (Vecpar 2006) - Revised Selected Papers},
  year = {2007},
  volume = {4395},
  pages = {66--78},
  publisher = {Springer},
  address = {Rio de Janeiro, Brazil},
  series = {LNCS},
  note = {ISBN 978-3-540-71350-0},
  url = {http://dx.doi.org/10.1007/978-3-540-71351-7_6}
}

@inproceedings{ConTalTruKDMG07,
  title = {WSRF-Based Services for Distributed Data Mining},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  editor = {Talia, Domenico and Bilas, Angelos and Dikaiakos, Mario},
  booktitle = {Proc. of the Workshop on Knowledge and Data Management in Grids 2005},
  year = {2007},
  pages = {203--220},
  publisher = {Springer},
  address = {Poznan, Poland},
  note = {ISBN 978-0-387-37830-5},
  url = {http://dx.doi.org/10.1007/978-0-387-37831-2_13}
}

@techreport{ForMasRusIcar06,
  title = {Collaborative Media Streaming Services based on Content Networks},
  author = {Fortino, Giancarlo and Mastroianni, Carlo and Russo, Wilma},
  year = {2006},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-06-08},
  month = {December}
}

@misc{GouComSak07_1,
  title = {A Service-Oriented System to Support Data Integration on Data Grids},
  author = {Comito, Carmela and Gounaris, Anastasios and Sakellariou, Rizos and Talia, Domenico},
  booktitle = {Demo at 1st CoreGRID Industrial Conference,Nice, france       },
  year = {2006},
  month = {November}
}

@inproceedings{PirTalMasPAKM06,
  title = {A Peer-to-Peer Virtual Office for Organizational Knowledge Management},
  author = {Le Coche, Enrico and Mastroianni, Carlo and Pirrò, Giuseppe and Ruffolo, Massimo and Talia, Domenico},
  booktitle = {Proc. of the 6th International Conference on Practical Aspects of Knowledge Management (PAKM 2006)},
  year = {2006},
  volume = {4333},
  pages = {166--177},
  publisher = {Springer-Verlag},
  address = {Vienna, Austria},
  series = {LNCS},
  note = {ISBN 3-540-49998-9},
  month = {November},
  url = {http://dx.doi.org/10.1007/11944935_15}
}

@inproceedings{ConTalTruGTKBIB06,
  title = {Service-Oriented Knowledge Discovery in Grids},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the Workshop on Grid Technologies for Knowledge-Based Industries and Businesses, co-located with IST 2006},
  year = {2006},
  address = {Helsinki, Finland},
  month = {November}
}

@inproceedings{AngCesPizICTAI06,
  title = {A Greedy Search Approach to Co-Clustering Sparse Binary Matrices},
  author = {Angiulli, Fabrizio and Cesario, Eugenio and Pizzuti, Clara},
  booktitle = {Proc. of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006)},
  year = {2006},
  address = {Washington D.C., U.S.A.},
  month = {November}
}

@inproceedings{CanTalTraMednet06_1,
  title = {Sharing Electronic Patient Records Using A Peer-to-Peer Infrastructure},
  author = {Cannataro, Mario and Talia, Domenico and Tradigo, Giuseppe and Trunfio, Paolo and Veltri, Pierangelo and Zarola, Giovanni},
  booktitle = {Proc. of the 11th World Congress on Internet in Medicine (Mednet 2006)},
  year = {2006},
  address = {Toronto, Canada},
  note = {Abstract},
  month = {October}
}

@article{ComMasTalIJWSR06,
  title = {Metadata, Ontologies and Information Models for Resource Management in Grid-based PSE Toolkits},
  author = {Comito, Carmela and Mastroianni, Carlo and Talia, Domenico},
  journal = {International Journal of Web Services Research},
  year = {2006},
  volume = {3},
  pages = {52--72},
  publisher = {IDEA Group Publishing},
  address = { Hershey, PA, USA},
  abstract = { A PSE toolkit is a group of technologies within a software architecture through which multiple PSEs can be built for different application domains. The effective use of a PSE toolkit requires the management of the heterogeneity of the involved resources that can include computers, data, network facilities, sensors, and software tools provided by different organizations. A distributed implementations of a PSE toolkit can be envisioned through the exploitation of features and functionalities offered by a service-oriented Grid framework, so obtaining a Grid PSE toolkit based on Web services. This paper presents a metadata model for Grid PSE toolkits based on Web services and the architecture of an information system that exploits the proposed metadata model. These two components contribute to define a general model of metadata management for supporting the design and implementation of problem solving environments on Grids.},
  number = {4},
  month = {October},
  url = {http://www.idea-group.com/articles/details.asp?ID=6516}
}

@inproceedings{TalTruZenIW06,
  title = {A Peer-to-Peer Framework for Resource Discovery in Large-scale Grids},
  author = {Talia, Domenico and Trunfio, Paolo and Zeng, Jingdi and Högqvist, Mikael},
  booktitle = {Pre-Proc. of the CoreGRID Integration Workshop 2006},
  year = {2006},
  pages = {249--260},
  address = {Cracow, Poland},
  note = {ISBN 83-915141-6-1},
  month = {October}
}

@techreport{ForMasSpeIcar06,
  title = {Controlling Information Dissemination in Grids with an Epidemic Algorithm},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  year = {2006},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-06-03},
  month = {September}
}

@inproceedings{ComTal2006,
  title = {Data Integration in OGSA Grids for Distributed Information Sharing},
  author = {Comito, Carmela and Talia, Domenico},
  booktitle = {International Advanced Research Workshop on High Performance Computing and Grids (HPC'06)},
  year = {2006},
  month = {July}
}

@techreport{coregrid:tr0046,
  title = {Algorithms and frameworks for stream mining and knowledge discovery on Grids},
  author = {Orlando, Salvatore and Perego, Raffaele and Silvestri, Claudio and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  year = {2006},
  institution = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence},
  number = {TR-0046},
  month = {July},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0046.pdf  }
}

@techreport{coregrid:tr0045,
  title = {Systems and techniques for distributed and stream data mining},
  author = {Talia, Domenico and Trunfio, Paolo and Orlando, Salvatore and Perego, Raffaele and Silvestri, Claudio},
  year = {2006},
  institution = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence},
  number = {TR-0045},
  month = {July},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0045.pdf  }
}

@techreport{coregrid:tr0048,
  title = {A DHT-based Peer-to-Peer Framework for Resource Discovery in Grids},
  author = {Talia, Domenico and Trunfio, Paolo and Zeng, Jingdi and Högqvist, Mikael},
  year = {2006},
  institution = {Institute on System Architecture, CoreGRID - Network of Excellence},
  number = {TR-0048},
  month = {June},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0048.pdf  }
}

@book{ForMasPal06,
  title = {UPGRADE-CDN '06: Proceedings of the workshop on the Use of P2P, GRID and agents for the development of content distribution networks},
  editor = {Fortino, Giancarlo and Mastroianni, Carlo and Palau, Carlos},
  year = {2006},
  address = {Paris, France},
  month = {June},
  url = {http://hpdc.lri.fr/index.php?section=program&subsection=Workshops#UPGRADE}
}

@inproceedings{ComTal06,
  title = {Grid Data Integration based on Schema-Mapping},
  author = {Comito, Carmela and Talia, Domenico},
  booktitle = {Workshop on State-of-the-Art in Scientific and Parallel Computing, PARA '06},
  year = {2006},
  publisher = {LNCS, Springer Verlag},
  address = {Umea},
  month = {June}
}

@inproceedings{ForMasSpeUPGRADE06,
  title = {Agent-Based Logical Organization of Resource in Grids},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  booktitle = {Proc. of the Workshop on the Use of P2P, GRID and Agents for the Development of Content Distribution Networks (UPGRADE-CDN 2006)},
  year = {2006},
  address = {Paris, France},
  month = {June},
  url = {http://lisdip.deis.unical.it/workshops/upgrade-cdn06/index.htm}
}

@inproceedings{CesManOrtSEBD06,
  title = {Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data},
  author = {Cesario, Eugenio and Manco, Giuseppe and Ortale, Riccardo},
  booktitle = {Proc. of the 14th Italian Symposium on Advanced Database Systems (SEBD 2006)},
  year = {2006},
  address = {Portonovo (Ancona), Italy},
  note = {ISBN 88-6068-018-2},
  month = {June}
}

@inproceedings{CanTalTraSEBD06,
  title = {Querying XML-based Electronic Patient Records in a Peer-to-Peer Environment},
  author = {Cannataro, Mario and Talia, Domenico and Tradigo, Giuseppe and Trunfio, Paolo and Veltri, Pierangelo and Zarola, Giuseppe},
  booktitle = {Proc. of the 14th Italian Symposium on Advanced Database Systems (SEBD 2006)},
  year = {2006},
  pages = {361--372},
  address = {Portonovo (Ancona), Italy},
  note = {ISBN 88-6068-018-2},
  month = {June}
}

@inproceedings{CanTalTraUPGRADE06,
  title = {A Peer-to-Peer Infrastructure for Sharing Electronic Patient Records},
  author = {Cannataro, Mario and Talia, Domenico and Tradigo, Giuseppe and Trunfio, Paolo and Veltri, Pierangelo and Zarola, Giuseppe},
  booktitle = {Proc. of the Workshop on the Use of P2P, GRID and Agents for the Development of Content Distribution Networks (UPGRADE-CDN 2006)},
  year = {2006},
  pages = {48--53},
  address = {Paris, France},
  month = {June}
}

@inproceedings{PirTalRufAP2PC06,
  title = {K-link: A Peer-to-Peer Solution for Organizational Knowledge Management},
  author = {Pirrò, Giuseppe and Ruffolo, Massimo and Talia, Domenico},
  booktitle = {Proc. of the Fifth International Workshop on Agents and Peer-to-Peer Computing (AP2PC 2006)},
  year = {2006},
  pages = {86-97},
  publisher = {Springer-Verlag},
  address = {Hakodate, Japan},
  series = {LNAI},
  number = {4461},
  month = {May}
}

@inproceedings{TalTruVerICCSA06,
  title = {WSRF Services for Composing Distributed Data Mining Applications on Grids: Functionality and Performance},
  author = {Talia, Domenico and Trunfio, Paolo and Verta, Oreste},
  booktitle = {Proc. of the 4th International Conference on Computational Science and its Applications (ICCSA 2006)},
  year = {2006},
  volume = {3980},
  pages = {1080-1089},
  publisher = {Springer},
  address = {Glasgow, UK},
  series = {LNCS},
  note = {ISBN 3-540-34070-X},
  month = {May},
  url = {http://dx.doi.org/10.1007/11751540_118}
}

@techreport{coregrid:tr0028,
  title = {Peer-to-Peer Models for Resource Discovery on Grids},
  author = {Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi and Papadakis, Harris and Mordacchini, Matteo and Pennanen, Mika and Popov, Konstantin and Vlassov, Vladimir and Haridi, Seif},
  year = {2006},
  institution = {Institute on System Architecture, CoreGRID - Network of Excellence},
  number = {TR-0028},
  month = {March},
  url = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0028.pdf}
}

@inproceedings{TruTalFraCGWGP2PSA06,
  title = {Peer-to-Peer Models for Resource Discovery on Grids},
  author = {Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi and Papadakis, Harris and Mordacchini, Matteo and Pennanen, Mika and Popov, Konstantin and Vlassov, Vladimir and Haridi, Seif},
  booktitle = {Proc. of the 2nd CoreGRID Workshop on Grid and Peer to Peer Systems Architecture},
  year = {2006},
  address = {Paris, France},
  month = {January}
}

@inproceedings{ComPatTal06,
  title = {A Semantic Overlay Network for P2P Schema-Based Data Integration.},
  author = {Comito, Carmela and Patarin, Simon and Talia, Domenico},
  booktitle = {ISCC},
  year = {2006},
  pages = {88-94},
  publisher = {IEEE Computer Society},
  crossref = {DBLP:conf/iscc/2006},
  note = {ISBN 0-7695-2588-1}
}

@inproceedings{ForMasSpeICCS2006,
  title = {An Agent Based Semi-informed Protocol for Resource Discovery in Grids},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  booktitle = {Computational Science – ICCS 2006},
  year = {2006},
  volume = {3994},
  pages = {1047--1054},
  publisher = {Springer Berlin/Heidelberg},
  series = {LNCS},
  note = {ISBN: 978-3-540-34385-1},
  url = {http://dx.doi.org/10.1007/11758549_139}
}

@article{ForGioMasITSSA06,
  title = {Discovering Categorized Resources in Grids by Self-Organizing Agents},
  author = {Forestiero, Agostino and Giordanelli, Raffaele and Mastroianni, Carlo and Spezzano, Giandomenico},
  journal = {International Transactions on Systems Science and Applications},
  year = {2006},
  volume = {2},
  pages = {111--122},
  publisher = {Xiaglow Research},
  address = {Glasgow, UK},
  number = {2}
}

@inproceedings{CanComConIWSASC,
  title = {A general architecture for Grid-based PSE toolkits},
  author = {Cannataro, Mario and Comito, Carmela and Congiusta, Antonio and Folino, Gianluigi and Mastroianni, Carlo and Pugliese, Andrea and Spezzano, Giandomenico and Talia, Domenico and Veltri, Pierangelo},
  booktitle = {International Workshop on State-of-the-Art in Scientific Computing (PARA'04)},
  year = {2006},
  volume = {3732},
  pages = {656--664},
  publisher = {Springer-Verlag},
  address = {Berlin/Heidelberg},
  series = {LNCS},
  note = {ISBN: 3-540-29067-2},
  url = {http://www.springerlink.com/content/rx303j7131h32906/}
}

@inproceedings{ConTalTruFGG06,
  title = {On Designing and Composing Grid Services for Distributed Data Mining},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  editor = {Getov, Vladimir and Laforenza, Domenico and Reinefeld, Alexander},
  booktitle = {Proc. of the Workshop on Future Generation Grids 2004},
  year = {2006},
  pages = {113--132},
  publisher = {Springer},
  address = {Dagstuhl, Germany},
  note = {ISBN 0-387-27935-0},
  url = {http://dx.doi.org/10.1007/978-0-387-29445-2_7}
}

@incollection{ConTalTruGCSET06,
  title = {A Visual Programming Environment for Developing Complex Grid Applications},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  editor = {Cunha, Jose C. and Rana, Omer},
  booktitle = {Grid Computing: Software Environments and Tools},
  year = {2006},
  pages = {257--283},
  publisher = {Springer},
  address = {London, UK},
  chapter = {11},
  note = {ISBN 1-85233-998-5},
  url = {http://dx.doi.org/10.1007/1-84628-339-6_11}
}

@incollection{CanTalTruAIWNUC06,
  title = {Grids for Ubiquitous Computing and Ambient Intelligence},
  author = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo},
  editor = {Vasilakos, Athanasios and Pedrycz, Witold},
  booktitle = {Ambient Intelligence, Wireless Networking, Ubiquitous Computing},
  year = {2006},
  pages = {127--142},
  publisher = {Artech House},
  chapter = {7},
  note = {ISBN 1-58053-963-7},
  url = {http://www.artechhouse.com/default.asp?frame=book.asp&book=1-58053-963-7}
}

@inproceedings{ComGouSakIW05,
  title = {Data integration and query reformulation in service-based Grids},
  author = {Comito, Carmela and Gounaris, Anastasios and Sakellariou, Rizos and Talia, Domenico},
  booktitle = {Proc. of the 1st CoreGRID Integration Workshop},
  year = {2005},
  address = {Pisa, Italy},
  month = {November}
}

@inproceedings{ConTalTruCIW05,
  title = {Design of Knowledge Discovery Services Using the WS-Resource Framework},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {CoreGRID Integration Workshop 2005},
  year = {2005},
  pages = {11--20},
  address = {Pisa, Italy},
  month = {November}
}

@article{MasTalVerFGCS05,
  title = {A super-peer model for resource discovery services in large-scale Grids},
  author = {Mastroianni, Carlo and Talia, Domenico and Verta, Oreste},
  journal = {Future Generation Computer Systems},
  year = {2005},
  volume = {21},
  pages = {1235--1248},
  publisher = {Elsevier Science Publishers B. V.},
  address = {Amsterdam, The Netherlands},
  number = {8},
  month = {October},
  url = {http://dx.doi.org/10.1016/j.future.2005.06.001}
}

@inproceedings{TalTruVerPKDD05,
  title = {Weka4WS: A WSRF-Enabled Weka Toolkit for Distributed Data Mining on Grids},
  author = {Talia, Domenico and Trunfio, Paolo and Verta, Oreste},
  booktitle = {Proc. of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005)},
  year = {2005},
  volume = {3721},
  pages = {309--320},
  publisher = {Springer},
  address = {Porto, Portugal},
  series = {LNAI},
  note = {ISBN 3-540-29244-6},
  month = {October},
  url = {http://dx.doi.org/10.1007/11564126_32}
}

@techreport{CoreGRIDTR0013,
  title = {Data integration and query reformulation in service-based Grids: Architecture and Roadmap},
  author = {Comito, Carmela and Talia, Domenico and Gounaris, Anastasios and Sakellariou, Rizos},
  year = {2005},
  institution = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence},
  number = {TR-0013},
  month = {September}
}

@inproceedings{ComMasTalHPCC05,
  title = {A Metadata Model and Information System for the Management of Resources in a Grid-based PSE Toolkit},
  author = {Comito, Carmela and Mastroianni, Carlo and Talia, Domenico},
  booktitle = {Proc. of the International Conference on High Performance Computing and Communications (HPCC 2005)},
  year = {2005},
  volume = {3726},
  pages = {672--683},
  publisher = {Springer Verlag},
  address = {Sorrento, Italy},
  series = {LNCS},
  note = {ISBN: 978-3-540-29031-5},
  month = {September},
  url = {http://dx.doi.org/10.1007/11557654_78}
}

@inproceedings{ConGreGuzGPwW2005,
  title = {A Data Mining-based Framework for Grid Workflow Management},
  author = {Congiusta, Antonio and Greco, G. and Guzzo, Antonella and Manco, Giuseppe and Pontieri, L. and Saccà, Domenico and Talia, Domenico},
  booktitle = {Proc. Int. Workshop on Grid and Peer-to-Peer based Workflows},
  year = {2005},
  pages = {349- 356},
  publisher = {IEEE Computer Society Press},
  address = {Melbourne, Australia},
  note = {ISBN 0-7695-2472-9},
  month = {September}
}

@inproceedings{ComTalVLDB05,
  title = {XML Data Integration in OGSA Grids},
  author = {Comito, Carmela and Talia, Domenico},
  booktitle = {Proc. VLDB Workshop on Data Management in Grids (DMG'05)},
  year = {2005},
  address = {Trondheim},
  series = {LNCS},
  month = {September}
}

@inproceedings{TalComPatDBISP05,
  title = {PARIS: A Peer-to-Peer Architecture for Large-Scale Semantic Data Integration},
  author = {Talia, Domenico and Comito, Carmela and Patarin, Simon},
  booktitle = {Proc. of the 3rd Int. Workshop on Databases, Information Systems, and Peer-to-Peer Computing (DBISP2P 2005)},
  year = {2005},
  address = {Trondheim, Norway},
  month = {August}
}

@inproceedings{TalKarValEP05,
  title = {Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery},
  author = {Talia, Domenico and Kargupta, Hillol and Valduriez, P. and Camacho, R.},
  booktitle = {Euro-Par'05},
  year = {2005},
  address = {Lisbon},
  note = {Topic introduction},
  month = {August}
}

@inproceedings{CesFolManPonIDEAS05,
  title = {An Incremental Clustering Scheme for Duplicate Detection in Large Databases},
  author = {Cesario, Eugenio and Folino, Francesco and Manco, Giuseppe and Pontieri, L.},
  booktitle = {Proc. of 9th International Database Engineering and Application Symposium (IDEAS 2005)},
  year = {2005},
  pages = {89--95},
  publisher = {IEEE Computer Society},
  address = {Montreal. Canada},
  note = {ISBN 0-7695-2404-4},
  month = {July},
  url = {http://dx.doi.org/10.1109/IDEAS.2005.10}
}

@inproceedings{CesFolLocManOrtSEBD06,
  title = {RecBoost: A Supervised Approach to Automatic Text Segmentation},
  author = {Cesario, Eugenio and Folino, Francesco and Locane, Antonio and Manco, Giuseppe and Ortale, Riccardo},
  booktitle = {Proc. of 13th Italian Symposium on Advanced Database Systems (SEBD 2005)},
  year = {2005},
  address = {Bressanone (Bolzano), Italy},
  note = {ISBN 88-548-0122-4},
  month = {June}
}

@article{ForMasRusFGCS05,
  title = {Cooperative control of multicast-based streaming on-demand systems},
  author = {Fortino, Giancarlo and Mastroianni, Carlo and Russo, Wilma},
  journal = {Future Generation Computer Systems},
  year = {2005},
  volume = {21},
  pages = {823--839},
  publisher = {Elsevier Science Publishers B. V.},
  address = {Amsterdam, The Netherlands},
  number = {5},
  month = {May},
  url = {http://dx.doi.org/10.1016/j.future.2004.08.002}
}

@inproceedings{MasTalVerITCC2005,
  title = {A P2P Approach for Membership Management and Resource Discovery in Grids},
  author = {Mastroianni, Carlo and Talia, Domenico and Verta, Oreste},
  booktitle = {Proc. of the International Conference on Information Technology Coding and Computing (ITCC 2005)},
  year = {2005},
  volume = {2},
  pages = {168-174},
  publisher = {IEEE Computer Society Press},
  address = {Las Vegas, USA},
  note = {ISBN: 0-7695-2315-3},
  month = {April},
  url = {http://doi.ieeecomputersociety.org/10.1109/ITCC.2005.23}
}

@inproceedings{TalWNCOS,
  title = {Towards GRID Operating Systems: from GLinux to a GVM},
  author = {Talia, Domenico},
  booktitle = {Workshop on Network Centric Operating Systems},
  year = {2005},
  address = {Brussels},
  month = {March}
}

@article{IamTalFCGS05,
  title = {P2P computing and interaction with grids},
  author = {Iamnitchi, Adriana and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {2005},
  volume = {21},
  pages = {331-332},
  note = {guest editorial},
  number = {3},
  month = {March},
  url = {http://dx.doi.org/10.1016/j.future.2004.04.012}
}

@article{TalTruPPL05,
  title = {Adapting a Pure Decentralized Peer-to-Peer Protocol for Grid Services Invocation},
  author = {Talia, Domenico and Trunfio, Paolo},
  journal = {Parallel Processing Letters},
  year = {2005},
  volume = {15},
  pages = {67--84},
  publisher = {World Scientific Publishing Company},
  address = {Singapore},
  number = {1-2},
  month = {March},
  url = {http://dx.doi.org/10.1142/S0129626405002064}
}

@inproceedings{MasTalVerEGC2005,
  title = {A Super-Peer Model for Building Resource Discovery Services in Grids: Design and Simulation Analysis},
  author = {Mastroianni, Carlo and Talia, Domenico and Verta, Oreste},
  booktitle = {Advances in Grid Computing - EGC 2005},
  year = {2005},
  volume = {3470},
  pages = {132--143},
  publisher = {Springer Verlag},
  address = {Amsterdam, The Netherlands},
  series = {LNCS},
  note = {ISBN: 978-3-540-26918-2. Best Paper Award},
  month = {February},
  url = {http://dx.doi.org/10.1007/11508380_15}
}

@incollection{ForMasSpeSOAS2005,
  title = {Construction of a Peer-to-Peer Information System in Grids},
  author = {Forestiero, Agostino and Mastroianni, Carlo and Spezzano, Giandomenico},
  editor = {Czap, Hans and Unland, Rainer and Branki, Cherif and Tianfield, Huaglory},
  booktitle = {Self-Organization and Autonomic Informatics (I)},
  year = {2005},
  volume = {135},
  pages = {220--236},
  publisher = {IOS Press},
  address = {Amsterdam, The Netherlands},
  series = {Frontiers in Artificial Intelligence and Applications},
  note = {ISBN: 1-58603-577-0},
  abstract = {A Grid information system should rely upon two basic features: the replication and dissemination of information about Grid services and resources, and an intelligent distribution of such information among Grid hosts. This paper examines an approach based on ant-based systems to replicate and map Grid services information on Grid hosts according to a given semantic classification of such services. Information is disseminated by agents (ants), which traverse the Grid by exploiting the P2P interconnections among Grid hosts. An entropy index is used to evaluate the performance of the proposed Ant-based Replication and MApping protocol (ARMAP), and control the dissemination of resource information. This approach enables the use of a semi-informed search algorithm which can drive query messages towards a cluster of peers having information about resources belonging to the requested class. A simulation analysis has been performed to evaluate the performance of the ARMAP protocol.},
  url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=815}
}

@inproceedings{ComGouSak1CGWKDMG,
  title = {Data integration and query reformulation in service-based Grids: Architecture and Roadmap},
  author = {Comito, Carmela and Gounaris, Anastasios and Sakellariou, Rizos and Talia, Domenico},
  booktitle = {The 1st CoreGRID Workshop on Knowledge and Data Management in Grids},
  year = {2005},
  address = {Poznan, Poland}
}

@incollection{TalHBAA,
  title = {Parallel Cellular Algorithms and Programs},
  author = {Talia, Domenico},
  editor = {Olariu, S. and Zomaya, A.},
  booktitle = {Handbook of Bioinspired Algorithms and Applications},
  year = {2005},
  pages = {85-101},
  publisher = {Chapman & Hall/CRC},
  address = {Boca Raton, Florida},
  chapter = {6}
}

@incollection{ConTalTruDMKDH05,
  title = {Parallel and Grid-based Data Mining - Algorithms, models and systems for high-performance KDD},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  editor = {Maimon, Oded and Rokach, Lior},
  booktitle = {Data Mining and Knowledge Discovery Handbook},
  year = {2005},
  pages = {1017--1041},
  publisher = {Springer},
  address = {USA},
  note = {ISBN 0-387-24435-2},
  url = {http://dx.doi.org/10.1007/0-387-25465-X_48}
}

@inproceedings{TalTruHPC04,
  title = {Peer-to-Peer Protocols and Grid Services for Resource Discovery on Grids},
  author = {Talia, Domenico and Trunfio, Paolo},
  editor = {Grandinetti, Lucio},
  booktitle = {Post-Proc. of the High Performance Computing Workshop 2004},
  year = {2005},
  volume = {14},
  pages = {83--103},
  publisher = {Elsevier Science},
  address = {Cetraro, Italy},
  series = {Advances in Parallel Computing},
  note = {ISBN 0-444-51999-8},
  url = {http://dx.doi.org/10.1016/S0927-5452(05)80007-3}
}

@article{ComTalTruIJWGS05,
  title = {Grid Services: principles, implementations and use},
  author = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo},
  journal = {International Journal of Web and Grid Services},
  year = {2005},
  volume = {1},
  pages = {48--68},
  publisher = {Inderscience Publishers},
  number = {1},
  url = {http://dx.doi.org/10.1504/IJWGS.2005.007548}
}

@inproceedings{ComMasTalMMGPS,
  title = {Metadata Management in a Grid-based PSE Toolkit},
  author = {Comito, Carmela and Mastroianni, Carlo and Talia, Domenico},
  booktitle = {Proceedings of the 2nd IST Workshop on Metadata Management in Grid and P2P Systems (MMGPS 2004)},
  year = {2004},
  address = {London, United Kingdom},
  month = {December},
  url = {http://www.ics.forth.gr/isl/ist_workshop/mmgps04/index_04.htm}
}

@article{CanConPugTSMCB04,
  title = {Distributed data mining on grids: services, tools, and applications},
  author = {Cannataro, Mario and Congiusta, Antonio and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics: Part B},
  year = {2004},
  volume = {34},
  pages = {2451--2465},
  publisher = {IEEE Press},
  address = {USA},
  number = {6},
  month = {December},
  url = {http://dx.doi.org/10.1109/TSMCB.2004.836890}
}

@inproceedings{ConTalIAC2004,
  title = {Grid-Based Distributed Collaborative Environments for Applied Space Sciences},
  author = {Congiusta, Antonio and Talia, Domenico},
  booktitle = {Proceedings 55th Intl. Astronautical Congress (IAC2004)},
  year = {2004},
  publisher = {Intl. Astronautical Federation},
  address = {Vancouver, Canada},
  month = {October}
}

@inproceedings{ForMasRusNCA04,
  title = {A Multi-Policy, Cooperative Playback Control Protocol},
  author = {Fortino, Giancarlo and Mastroianni, Carlo and Russo, Wilma},
  booktitle = {Proc. of the 3rd IEEE International Symposium on Network Computing and Applications (NCA 2004)},
  year = {2004},
  pages = {297--302},
  publisher = {IEEE Computer Society},
  address = {Cambridge, MA, USA},
  note = {ISBN: 0-7695-2242-4},
  abstract = {This paper proposes the modeling and the analysis through simulation of a multi-policy, application-level multicast protocol for the cooperative control of media streams transmitted by a multimedia server.The proposed protocol basically relies on a lower-level protocol incorporating a multicast-based coordination mechanism that reduces competition among clients for accessing a shared resource.Performance evaluation of the lower-level protocol was carried out on multicast control trees using a discrete-event simulator.Simulation results showed tha the lower-level protocol provides higher performances than random floor control protocols which do not exploit coordination among clients.},
  month = {August}
}

@inproceedings{CuzMasECWEB04,
  title = {Enriching Conceptual Modeling of XML-Aware Adaptive Web Systems with Object-Oriented Constructs and UML Diagrams},
  author = {Cuzzocrea, Alfredo and Mastroianni, Carlo},
  booktitle = {Proc. of the 5th International Conference on E-Commerce and Web Technologies (EC-Web 2004)},
  year = {2004},
  volume = {3182},
  pages = {248--258},
  publisher = {Springer-Verlag},
  address = {Zaragoza, Spain},
  series = {LNCS},
  note = {ISBN: 978-3-540-22917-9},
  abstract = {This work presents a model for Adaptive Web Systems designed with a two-layer architecture. For the description of the high-level structure of the application domain we propose an object-oriented model based on the class diagram of the Unified Modeling Language, extended with (i) a graph-based formalism for capturing navigational properties of the hypermedia and (ii) a logic-based formalism for expressing further semantic properties of the domain. The model makes use of XML for the description of metadata about ldquoneutralrdquo pages that have to be adapted to user characteristics. Moreover, we propose a three-dimensional approach to model different aspects of the adaptation model, based on different user characteristics: an adaptive hypermedia is modeled with respect to such dimensions, and a view over it corresponds to each potential position of the user in the ldquoadaptation spacerdquo. In particular, a rule-based method is used to determine the generation and deliver process that best fits technological constraints.},
  month = {August},
  url = {http://dx.doi.org/10.1007/b100074}
}

@inproceedings{CesFolOrtDEXA04,
  title = {Multi-Channel Personalization for Internet Banking},
  author = {Cesario, Eugenio and Folino, Francesco and Ortale, Riccardo},
  booktitle = {Proc. of 15th International Conference on Database and Expert Systems Applications (DEXA 2004)},
  year = {2004},
  volume = {3180},
  pages = {947--956},
  publisher = {Springer-Verlag},
  address = {Zaragoza, Spain},
  series = {LNCS},
  note = {ISBN 3-540-22936-0},
  month = {August},
  url = {http://www.springerlink.com/content/p7a157l52h23ew44}
}

@inproceedings{DiSHouSloEP04,
  title = {Integrated Problem Solving Environments},
  author = {Di Serafino, D. and Houstis, E. and Sloot, P. and Talia, Domenico},
  booktitle = {Proc. of the European Conference on Parallel Computing (EuroPar 2004)},
  year = {2004},
  volume = {3149},
  pages = {962-963},
  publisher = {Springer-Verlag},
  address = {Pisa, Italia},
  series = {LNCS},
  note = {Topic introduction},
  month = {August}
}

@inproceedings{TalTruEuroPar04,
  title = {A P2P Grid Services-Based Protocol: Design and Evaluation},
  author = {Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 10th European Conference on Parallel Computing (EuroPar 2004)},
  year = {2004},
  volume = {3149},
  pages = {1022--1031},
  publisher = {Springer},
  address = {Pisa, Italy},
  series = {LNCS},
  note = {ISBN 3-540-22924-8},
  month = {August},
  url = {http://dx.doi.org/10.1007/978-3-540-27866-5_138}
}

@inproceedings{CuzMasIDEAS04,
  title = {Pushing Knowledge Management in Web Information Systems Engineering},
  author = {Cuzzocrea, Alfredo and Mastroianni, Carlo},
  booktitle = {Proceedings of the International Database Engineering and Applications Symposium (IDEAS'04)},
  year = {2004},
  pages = {480--485},
  publisher = {IEEE Computer Society},
  address = {Washington, DC, USA},
  note = {ISBN: 0-7695-2168-1},
  month = {July},
  url = {http://dx.doi.org/10.1109/IDEAS.2004.52}
}

@article{CanGuzCom04,
  title = {Ontology-based Design of Bioinformatics Workflows on
PROTEUS},
  author = {Cannataro, Mario and Guzzo, Antonella and Comito, Carmela and Veltri, Pierangelo},
  journal = {Journal of Digital Information Management, Special Issue on
Methodologies, technologies and applications in Grid systems (JDIM)},
  year = {2004},
  volume = {2},
  pages = {87-92},
  publisher = {Digital Information Research Foundation (DIRF) Press},
  number = {1},
  month = {June}
}

@article{CanComConPPL04,
  title = {PROTEUS: a Bioinformatics Problem Solving Environment on Grids},
  author = {Cannataro, Mario and Comito, Carmela and Congiusta, Antonio and Veltri, Pierangelo},
  journal = {Parallel Processing Letters},
  year = {2004},
  volume = {14},
  pages = {217-237},
  publisher = {World Scientific Publishing Company},
  address = {Singapore},
  number = {2},
  month = {June},
  url = {http://dx.doi.org/10.1142/S0129626404001842}
}

@inproceedings{TalTruDELOS04,
  title = {Web Services for Peer-to-Peer Resource Discovery on the Grid},
  author = {Talia, Domenico and Trunfio, Paolo},
  booktitle = {Sixth Thematic Workshop of the EU Network of Excellence DELOS},
  year = {2004},
  pages = {73--84},
  address = {S. Margherita di Pula (Cagliari), Italy},
  note = {ISBN 88-87331-60-X},
  month = {June}
}

@inproceedings{PugTalICCSA,
  title = {Application-Oriented Scheduling in the Knowledge Grid: A Model and Architecture},
  author = {Pugliese, Andrea and Talia, Domenico},
  booktitle = {International Conference on Computational Science and its Applications (ICCSA)},
  year = {2004},
  volume = {2},
  pages = {55-65},
  publisher = {Springer-Verlag},
  address = {Assisi, Italy},
  month = {April}
}

@techreport{MasTalVerICAR04,
  title = {P2P Protocols for Membership Management and Resource Discovery in Grids},
  author = {Mastroianni, Carlo and Talia, Domenico and Verta, Oreste},
  year = {2004},
  institution = {ICAR-CNR},
  number = {RT-ICAR-CS-04-02},
  month = {March}
}

@article{MasTalTruJGC04,
  title = {Metadata for Managing Grid Resources in Data Mining Applications},
  author = {Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo},
  journal = {Journal of Grid Computing},
  year = {2004},
  volume = {2},
  pages = {85--102},
  publisher = {Kluwer Academic Publishers},
  number = {1},
  month = {March},
  url = {http://dx.doi.org/10.1007/s10723-004-2809-x}
}

@article{TalManPizJVLC04,
  title = {Eureka!: An Interactive and Visual Knowledge Discovery Tool},
  author = {Manco, Giuseppe and Pizzuti, Clara and Talia, Domenico},
  journal = {Journal of Visual Languages and Computing},
  year = {2004},
  volume = {15},
  pages = {1-35},
  publisher = {Elsevier},
  number = {1},
  month = {February},
  url = {http://dx.doi.org/10.1016/j.jvlc.2003.06.001}
}

@misc{CanComVel04_1,
  title = {Proteus, a Grid based Problem Solving Environment for Bioinformatics Applications},
  author = {Cannataro, Mario and Comito, Carmela and Veltri, Pierangelo},
  booktitle = {2nd European Conference on HealtGrids (HealthGRID 2004 )},
  year = {2004},
  address = {Clermont-Ferrand,Francia},
  month = {January}
}

@article{TalCanISA04,
  title = {Semantics and Knowledge Grids: Building the Next-Generation Grid},
  author = {Cannataro, Mario and Talia, Domenico},
  journal = {IEEE intelligent systems & their applications},
  year = {2004},
  volume = {19},
  pages = {56-63},
  number = {1},
  month = {January},
  url = {http://dx.doi.org/10.1109/MIS.2004.1265886}
}

@inproceedings{ConMasPugAxGrids04,
  title = {Enabling Knowledge Discovery Services on Grids},
  author = {Congiusta, Antonio and Mastroianni, Carlo and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 2nd European AcrossGrids Conference (AxGrids 2004)},
  year = {2004},
  volume = {3165},
  pages = {250--259},
  publisher = {Springer},
  address = {Nicosia, Cyprus},
  series = {LNCS},
  note = {ISBN 3-540-22888-8},
  month = {January},
  url = {http://dx.doi.org/10.1007/978-3-540-28642-4_29}
}

@article{CanComLoS04_1,
  title = {Proteus, a Grid based Problem Solving for Bioinformatics: Architecture and Experiments.},
  author = {Cannataro, Mario and Comito, Carmela and Lo Schiavo, Filippo and Veltri, Pierangelo},
  journal = {IEEE Intelligent Informatics Bulletin},
  year = {2004},
  volume = {3},
  pages = {7-18},
  number = {1}
}

@inproceedings{CanComVel04,
  title = {Using Ontologies in PROTEUS, a Grid-Based Problem Solving Environment for Bioinformatics.},
  author = {Cannataro, Mario and Comito, Carmela and Veltri, Pierangelo},
  booktitle = {SEBD},
  year = {2004},
  pages = {434-441},
  crossref = {DBLP:conf/sebd/2004}
}

@inproceedings{CanComGuz04,
  title = {Integrating Ontology and Workflow in PROTEUS, a Grid-Based Problem Solving Environment for Bioinformatics.},
  author = {Cannataro, Mario and Comito, Carmela and Guzzo, Antonella and Veltri, Pierangelo},
  booktitle = {ITCC (2)},
  year = {2004},
  pages = {90-94},
  crossref = {DBLP:conf/itcc/2004-2}
}

@misc{TalNGG204,
  title = {Next Generation Grids 2 - Requirements and Options for European Grids Research 2005-2010 and Beyond},
  year = {2004}
}

@inproceedings{BueConTalVECPAR04,
  title = {Developing Distributed Data Mining Applications in the KNOWLEDGE GRID Framework},
  author = {Bueti, G. and Congiusta, Antonio and Talia, Domenico},
  booktitle = { High Performance Computing for Computational Science - VECPAR'04},
  year = {2004},
  volume = {3402},
  pages = {156-169},
  publisher = {Springer-Verlag},
  address = {Valencia, Spain},
  series = {LNCS},
  note = {ISBN 978-3-540-25424-9}
}

@inproceedings{TalComOTM04,
  title = {GDIS: A Service-based Architecture for Data Integration on Grids},
  author = {Comito, Carmela and Talia, Domenico},
  booktitle = {Proc. Conference OTM 2004},
  year = {2004},
  pages = {88-98},
  publisher = {Springer Verlag},
  address = {Cyprus},
  series = {LNCS}
}

@article{TalSI,
  title = {Scoperta di Conoscenza su Griglie},
  author = {Talia, Domenico},
  journal = {Sistemi & impresa : rivista di tecnologia e management},
  year = {2004},
  volume = {50},
  pages = {52-57},
  number = {6}
}

@proceedings{ZhoBraPalIAT04,
  title = {Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004)},
  editor = {Zhong, Ning and Bradshaw, J. and Pal, S. and Talia, Domenico and Liu, Jiming and Cercone, N.},
  year = {2004},
  publisher = {IEEE Computer Society},
  address = {USA},
  note = {ISBN 0-7695-2101-0}
}

@incollection{CanConMasITIA04,
  title = {Grid-Based data mining and knowledge discovery},
  author = {Cannataro, Mario and Congiusta, Antonio and Mastroianni, Carlo and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo},
  editor = {Zhong, Ning and Liu, Jiming},
  booktitle = {Intelligent Technologies for Information Analysis},
  year = {2004},
  pages = {19--45},
  publisher = {Springer},
  chapter = {2},
  note = {ISBN 3-540-40677-8},
  url = {http://www.springeronline.com/sgw/cda/frontpage/0,11855,5-40106-22-18192908-0,00.html}
}

@incollection{CanTalTruDMNGCFD04,
  title = {Design of Distributed Data Mining Applications on the Knowledge Grid},
  author = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo},
  editor = {Kargupta, Hillol and Joshi, Anupam and Sivakumar, Krishnamoorthy and Yesha, Yelena},
  booktitle = {Data Mining: Next Generation Challenges and Future Directions},
  year = {2004},
  pages = {67--88},
  publisher = {MIT Press},
  address = {Menlo Park, USA},
  chapter = {4},
  note = {ISBN 0-262-61203-8},
  url = {http://www.aaai.org/Press/Books/kargupta2.php}
}

@inproceedings{CanComConMMGPS03,
  title = {Architecture, Metadata and Ontologies in the Knowledge Grid},
  author = {Cannataro, Mario and Comito, Carmela and Congiusta, Antonio and Mastroianni, Carlo and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo and Veltri, Pierangelo},
  booktitle = {Proc. of the 1st IST Workshop on Metadata Management in Grid and P2P Systems: Models, Services and Architectures (MMGPS 2003)},
  year = {2003},
  volume = {95},
  address = {London, UK},
  series = {CEUR Workshop Proceedings},
  note = {ISSN 1613-0073},
  month = {December}
}

@inproceedings{CuzMasWISE03,
  title = {A Reference Architecture for Knowledge Management-Based Web Systems},
  author = {Cuzzocrea, Alfredo and Mastroianni, Carlo},
  booktitle = {Proc. of the 4th IEEE International Conference on Web Information Systems Engineering (WISE'03)},
  year = {2003},
  pages = {347--351},
  publisher = {IEEE Computer Society},
  address = {Rome, Italy},
  note = {ISBN 0-7695-1999-7},
  month = {December},
  url = {http://doi.ieeecomputersociety.org/10.1109/WISE.2003.1254509}
}

@inproceedings{CuzMasIADIS03,
  title = {A Methodology for developing knowledge management-based Web systems},
  author = {Cuzzocrea, Alfredo and Mastroianni, Carlo},
  booktitle = {Proc. of the IADIS International Conference WWW/Internet 2003},
  year = {2003},
  address = {Algarve, Portugal},
  month = {November}
}

@inproceedings{TalISMIS,
  title = {Knowledge Discovery Services and Tools on Grids},
  author = {Talia, Domenico},
  booktitle = {Foundation of Intelligent Systems - ISMIS 2003},
  year = {2003},
  volume = {2871},
  pages = {14-23},
  publisher = {Springer-Verlag},
  address = {Maebashi, Japan},
  series = {LNCS},
  month = {October}
}

@inproceedings{CanMasTalPVMMPI03,
  title = {Evaluating and Enhancing the Use of the GridFTP Protocol for Efficient Data Transfer on the Grid},
  author = {Cannataro, Mario and Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 10th European PVM/MPI Conference (PVM/MPI 2003)},
  year = {2003},
  volume = {2840},
  pages = {619--628},
  publisher = {Springer},
  address = {Venice, Italy},
  series = {LNCS},
  note = {ISBN 3-540-20149-1},
  month = {October},
  url = {http://dx.doi.org/10.1007/978-3-540-39924-7_83}
}

@inproceedings{ConTalTruKGGI03,
  title = {VEGA: A Visual Environment for Developing Complex Grid Applications},
  author = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003)},
  year = {2003},
  pages = {56--66},
  address = {Halifax, Canada},
  note = {ISBN 0-9734039-0-X},
  month = {October}
}

@inproceedings{CesFolManAICA03,
  title = {An Adaptative System for on-line Bank Services based on Web Mining},
  author = {Cesario, Eugenio and Folino, Francesco and Manco, Giuseppe and Saccà, Domenico and Ortale, Riccardo and Tagarelli, Andrea},
  booktitle = {Proc. of the Italian Conference AICA 2003},
  year = {2003},
  address = {Trento, Italy},
  month = {September}
}

@inproceedings{TalDMEM,
  title = {Grid-based Data Mining and the Knowledge Grid Framework},
  author = {Talia, Domenico},
  booktitle = {Workshop on Data Mining and Exploration Middleware for Distributed and Grid Computing},
  year = {2003},
  pages = {29-30},
  address = {Minneapolis},
  organization = {Univ. of Minnesota},
  month = {September}
}

@inproceedings{TalPDCML,
  title = {Parallel and Distributed Data Mining: from Multicomputers to Grids},
  author = {Talia, Domenico},
  booktitle = {ECML/PKDD 2003 Workshop on Parallel and Distributed Computing for Machine Learning},
  year = {2003},
  address = {Dubrovnik},
  month = {September}
}

@inproceedings{TalSkiBonEP03,
  title = {Parallel and Distributed Databases, Data Mining and Knowledge Discovery},
  author = {Mitschang, B. and Skillicorn, David B. and Bonnet, P. and Talia, Domenico},
  booktitle = {Euro-Par 2003 - Parallel Processing},
  year = {2003},
  volume = {2790},
  pages = {309},
  publisher = {Springer-Verlag},
  address = {Klagenfurt, Austria},
  series = {LNCS},
  note = {Topic introduction},
  month = {August}
}

@article{TalTruDSONLINE2003,
  title = {Toward a synergy between P2P and grids},
  author = {Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Distributed Systems Online},
  year = {2003},
  volume = {4},
  note = {Originally appeared in IEEE Internet Computing vol. 7, n. 4, pp. 94-96},
  number = {7},
  month = {July}
}

@article{TalTruIC03,
  title = {Toward a Synergy between P2P and Grids},
  author = {Talia, Domenico and Trunfio, Paolo},
  journal = {IEEE Internet Computing},
  year = {2003},
  volume = {7},
  pages = {94--96},
  publisher = {IEEE Press},
  address = {Los Alamitos, USA},
  number = {4},
  month = {July},
  url = {http://dx.doi.org/10.1109/MIC.2003.1215667}
}

@article{PizTalTKDE,
  title = {P-AutoClass: Scalable Parallel Clustering for Mining Large Data Sets},
  author = {Pizzuti, Clara and Talia, Domenico},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  year = {2003},
  volume = {15},
  pages = {629-641},
  number = {3},
  month = {May},
  url = {http://dx.doi.org/10.1109/TKDE.2003.1198395}
}

@inproceedings{CanTalCC03,
  title = {Towards the Next-Generation Grid: A Pervasive Environment for Knowledge-Based Computing},
  author = {Cannataro, Mario and Talia, Domenico},
  booktitle = {International Conference on Information Technology: Computers and Communications},
  year = {2003},
  pages = {437-441},
  publisher = {IEEE Computer Society},
  address = {Las Vegas, Nevada},
  month = {April}
}

@inproceedings{TalIPDPS03,
  title = {Parallel Cellular Programming for Developing Massively Parallel Emergent Systems},
  author = {Talia, Domenico},
  booktitle = {Proc. of the 17th International Parallel and Distributed Processing Symposium (IPDPS'03)},
  year = {2003},
  publisher = {IEEE Computer Society Press},
  address = {Nice, France},
  note = {ISBN 0-7695-1926-1},
  month = {April},
  url = {http://doi.ieeecomputersociety.org/10.1109/IPDPS.2003.1213478}
}

@inproceedings{ForMasRusNCA03,
  title = {Performance analysis of an application-level cooperative control protocol},
  author = {Fortino, Giancarlo and Mastroianni, Carlo and Russo, Wilma},
  booktitle = {Proc. of the 2nd IEEE International Symposium onNetwork Computing and Applications (NCA 2003)},
  year = {2003},
  pages = {305-312},
  address = {Cambridge, MA, USA},
  note = {ISBN: 0-7695-1938-5},
  month = {April}
}

@inproceedings{MasTalTruIPDPS03,
  title = {Managing Heterogeneous Resources in Data Mining Applications on Grids Using XML-Based Metadata},
  author = {Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003)},
  year = {2003},
  publisher = {IEEE Computer Society Press},
  address = {Nice, France},
  note = {ISBN 0-7695-1926-1},
  month = {April},
  url = {http://dx.doi.org/10.1109/IPDPS.2003.1213204}
}

@article{CanTalCACM03,
  title = {The Knowledge Grid},
  author = {Cannataro, Mario and Talia, Domenico},
  journal = {Communications of the ACM},
  year = {2003},
  volume = {46},
  pages = {89-93},
  number = {1},
  month = {January},
  url = {http://doi.acm.org/10.1145/602421.602425}
}

@inproceedings{CanComLoS03,
  title = {PROTEUS: a Grid Based Problem Solving Environment for Bionformatics},
  author = {Cannataro, Mario and Comito, Carmela and Lo Schiavo, Filippo and Veltri, Pierangelo},
  booktitle = {Workshop on Knowledge Grid and Grid Intelligence (KGGI 03)},
  year = {2003},
  address = {Halifax-Canada}
}

@inproceedings{CanComSemPGrid2003,
  title = {A DataMining Ontology for Grid Programming},
  author = {Cannataro, Mario and Comito, Carmela},
  booktitle = {Proc. of the First International Workshop on Semantics in Peer-to-Peer and Grid Computing (SemPGrid 03)},
  year = {2003},
  pages = {113--134}
}

@incollection{LeeTalGCMGIR03,
  title = {Grid Programming Models: Current Tools, Issues, and Directions},
  author = {Lee, C. and Talia, Domenico},
  editor = {Berman, Fran and Fox, Geoffrey and Hey, Anthony J.G.},
  booktitle = {Grid Computing: Making the Global Infrastructure a Reality},
  year = {2003},
  pages = {555--578},
  publisher = {Wiley},
  chapter = {21}
}

@article{ConPugTalWIAS03,
  title = {Designing Grid Services for Distributed Knowledge Discovery},
  author = {Congiusta, Antonio and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo},
  journal = {Web Intelligence and Agent Systems},
  year = {2003},
  volume = {1},
  pages = {91--104},
  publisher = {IOS Press},
  address = {Amsterdam, The Netherlands},
  number = {2},
  url = {http://iospress.metapress.com/link.asp?id=hvqqb3k0078axlg8}
}

@inproceedings{ForGueMasCCN02,
  title = {Development and Validation of a Multicast Client/Server Model for Cooperative Control Sessions},
  author = {Fortino, Giancarlo and Guerri, Juan Carlos and Mastroianni, Carlo and Palau, Carlos and Russo, Wilma},
  booktitle = {Proc. of the Iasted International Conference on Communications and Computer Networks (CCN 2002)},
  year = {2002},
  pages = {514--519},
  publisher = {ACTA Press},
  address = {Cambridge, USA},
  organization = {Iasted},
  note = {ISBN: 0-88986-329-6},
  month = {November}
}

@inproceedings{CanTalTruNGDM02,
  title = {Design of Distributed Data Mining Applications on the Knowledge Grid},
  author = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the National Science Foundation Workshop on Next Generation Data Mining (NGDM'02)},
  year = {2002},
  pages = {191--195},
  address = {Baltimore, USA},
  month = {November}
}

@inproceedings{ConIAC02,
  title = {High Performance Computation of Heart Observation Data through Grid Computing},
  author = {Congiusta, Antonio},
  booktitle = {IAF abstracts, 34th COSPAR Scientific Assembly, The Second World Space Congress},
  year = {2002},
  pages = {B-6-05},
  address = {Houston, TX, USA},
  month = {October},
  url = {http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2002iaf..confE.116C&db_key=AST}
}

@article{CanTalTruFGCS02,
  title = {Distributed Data Mining on the Grid},
  author = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo},
  journal = {Future Generation Computer Systems},
  year = {2002},
  volume = {18},
  pages = {1101--1112},
  publisher = {Elsevier Science},
  address = {Amsterdam, The Netherlands},
  number = {8},
  month = {October},
  url = {http://dx.doi.org/10.1016/S0167-739X(02)00088-2}
}

@inproceedings{ManPizTalDEXA,
  title = {Eureka!: A Tool for Interactive Knowledge Discovery},
  author = {Manco, Giuseppe and Pizzuti, Clara and Talia, Domenico},
  booktitle = {13th International Conf. on Database and Expert Systems Applications - DEXA 2002},
  year = {2002},
  volume = {2453},
  pages = {381-391},
  address = {Aix-en-Provence, France},
  series = {LNCS},
  month = {September}
}

@inproceedings{CanConTalDataMining02,
  title = {A data mining toolset for distributed high-performance platforms},
  author = {Cannataro, Mario and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 3rd International Conference on Data Mining Methods and Databases for Engineering, Finance and Others Fields (Data Mining 2002)},
  year = {2002},
  pages = {41--50},
  publisher = {WIT Press},
  address = {Bologna, Italy},
  note = {ISBN 1-85312-925-9},
  month = {September},
  url = {http://www.witpress.com/acatalog/9259.html}
}

@inproceedings{KosSkilTalEP02,
  title = {Parallel and Distributed Databases, Data Mining and Knowledge Discovery},
  author = {Kosch, H. and Talia, Domenico and Skillicorn, David B.},
  booktitle = {Euro-Par 2002 - Parallel Processing},
  year = {2002},
  volume = {2400},
  pages = {319-320},
  publisher = {Springer-Verlag},
  series = {LCNS},
  note = {Topic introduction},
  month = {August}
}

@inproceedings{TalAPC02,
  title = {Parallelism in Knowledge Discovery Techniques},
  author = {Talia, Domenico},
  booktitle = {Sixth Int. Conference on Applied Parallel Computing},
  year = {2002},
  volume = {2367},
  pages = {127-136},
  address = {Helsinki},
  series = {LNCS},
  month = {June}
}

@inproceedings{CanCuzMasWD02,
  title = {Modeling Adaptive Hypermedia with an Object-Oriented Approach and XML},
  author = {Cannataro, Mario and Cuzzocrea, Alfredo and Mastroianni, Carlo and Ortale, Riccardo and Pugliese, Andrea},
  booktitle = {Proc. of the 2nd International Workshop on Web Dynamics},
  year = {2002},
  address = {Honolulu, USA},
  month = {May}
}

@article{TalSriPC02,
  title = {Parallel Data Intensive Algorithms and Applications},
  author = {Talia, Domenico and Srimani, P.},
  journal = {Parallel Computing},
  year = {2002},
  volume = {28},
  pages = {669-671},
  note = {guest editorial},
  number = {5},
  month = {May},
  url = {http://dx.doi.org/10.1016/S0167-8191(02)00090-X}
}

@article{CanTalSriPC02,
  title = {Parallel Data Intensive Computing in Scientific and Commercial Applications},
  author = {Cannataro, Mario and Talia, Domenico and Srimani, P.},
  journal = {Parallel Computing},
  year = {2002},
  volume = {28},
  pages = {673-704},
  number = {5},
  month = {May},
  url = {http://dx.doi.org/10.1016/S0167-8191(02)00091-1}
}

@inproceedings{CorStaSpePDP02,
  title = {Efficient Implementation of Cellular Algorithms on Reconfigurable Hardware},
  author = {Corsonello, P. and Spezzano, Giandomenico and Staino, G. and Talia, Domenico},
  booktitle = {10th Euromicro Workshop on Parallel, Distributed and Network-based Processing (PDP 2002)},
  year = {2002},
  pages = {211-218},
  publisher = {IEEE Computer Society Press},
  address = {Las Palmas, Spain},
  month = {January}
}

@inproceedings{CanComPug02,
  title = {Squeezex: Synthesis and Compression of XML Data.},
  author = {Cannataro, Mario and Comito, Carmela and Pugliese, Andrea},
  booktitle = {ITCC},
  year = {2002},
  pages = {326-331},
  crossref = {DBLP:conf/itcc/2002}
}

@article{TalIC02,
  title = {The Open Grid Services Architecture: Where the Grid Meets the Web},
  author = {Talia, Domenico},
  journal = {IEEE Internet Computing},
  year = {2002},
  volume = {6},
  pages = {67-71},
  number = {6},
  url = {http://dx.doi.org/10.1109/MIC.2002.1067739}
}

@incollection{TalDF,
  title = {Parallel Data Mining},
  author = {Talia, Domenico},
  editor = {Meij, J.},
  booktitle = {Dealing with the Data Flood},
  year = {2002},
  pages = {813-822},
  publisher = {STT},
  chapter = {6.4.2}
}

@article{TalAloFCGS02,
  title = {Grid Computing: Towards a New Computing Infrastructure},
  author = {Aloisio, Giovanni and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {2002},
  volume = {18},
  pages = {v-vi},
  publisher = {Elsevier Science},
  note = {guest editorial},
  number = {8},
  url = {http://dx.doi.org/10.1016/S0167-739X(02)00079-1}
}

@article{SkiTalMLDSG,
  title = {Mining Large Data Sets on Grids: Issues and Prospects},
  author = {Skillicorn, David B. and Talia, Domenico},
  journal = {Computing and Informatics},
  year = {2002},
  volume = {21},
  pages = {347-362},
  number = {4},
  url = {http://www.cai.sk/Volumes/Volume_21_2002_No4.htm}
}

@inproceedings{CanGuzPugEuroWeb2001,
  title = {Web-based Knowledge Management in Public Administration: the RISI-Arianna Experience},
  author = {Cannataro, Mario and Guzzo, Antonella and Pugliese, Andrea and Trunfio, Paolo},
  booktitle = {Proc. of the W3C Conference EuroWeb 2001},
  year = {2001},
  pages = {301--306},
  publisher = {Felici Editore},
  address = {Pisa, Italy},
  note = {ISBN 88-88327-33-9},
  month = {December}
}

@inproceedings{CanTalTruGrid2001,
  title = {KNOWLEDGE GRID: High Performance Knowledge Discovery Services on the Grid},
  author = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 2nd International Workshop on Grid Computing (GRID 2001)},
  year = {2001},
  volume = {2242},
  pages = {38--50},
  publisher = {Springer},
  address = {Denver, USA},
  series = {LNCS},
  note = {ISBN 3-540-42949-2},
  month = {November},
  url = {http://dx.doi.org/10.1007/3-540-45644-9_5}
}

@inproceedings{TalPizMasDEXA01,
  title = {Using an Out-of-Core Technique for Clustering Large Data Sets},
  author = {Masciari, E. and Pizzuti, Clara and Raimondo, G. and Talia, Domenico},
  booktitle = {DEXA 2001 Workshops},
  year = {2001},
  pages = {133-137},
  publisher = {IEEE Computer Society Press},
  address = {Munich},
  month = {September}
}

@inproceedings{TalPizMalIR01,
  title = {Visual data mining for defining tax-payer profiles},
  author = {Maltseva, Ekaterina and Pizzuti, Clara and Talia, Domenico},
  booktitle = {International Workshop in Information retrieval IR'2001},
  year = {2001},
  pages = {107-114},
  address = {Oulu, Finland},
  month = {September}
}

@inproceedings{TalBasPARCO01,
  title = {Analysis of Communication Overhead in Parallel Clustering of Large Data Sets with P-AUTOCLASS},
  author = {Basta, S. and Talia, Domenico},
  booktitle = {Proc. of the International Conference ParCo2001},
  year = {2001},
  pages = {265-273},
  publisher = {Imperial College Press},
  address = {Naples, Italy},
  month = {September}
}

@inproceedings{TalSriShiPARCO01,
  title = {Leader election in wrapped butterfly networks},
  author = {Shi, W. and Bouabdallah, A. and Srimani, P. and Talia, Domenico},
  booktitle = {Proc. of the International Conference ParCo2001},
  year = {2001},
  pages = {382-389},
  publisher = {Imperial College Press},
  address = {Naples, Italy},
  month = {September}
}

@misc{TalLeeMatGGF,
  title = {A Grid Programming Primer},
  author = {Lee, C. and Matsuoka, S. and Talia, Domenico and Sussman, A. and Karonis, N. and Allen, G. and Saltz, J.},
  booktitle = {Global Grid Forum 2},
  year = {2001},
  address = {Washington D.C.},
  month = {July}
}

@inproceedings{CanTalTruEuroGlobus01,
  title = {The Knowledge Grid: Towards an Architecture for Knowledge Discovery on the Grid},
  author = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo},
  booktitle = {Proc. of the 1st EuroGlobus Workshop},
  year = {2001},
  address = {Marina di Ugento (Lecce), Italy},
  note = {Abstract},
  month = {June}
}

@inproceedings{TalISAS01,
  title = {Modeling Emergent Dynamical Systems on Parallel Computers Using Cellular Automata},
  author = {Talia, Domenico},
  booktitle = {Int. Symposium on Adaptive Systems - ISAS 2001},
  year = {2001},
  pages = {32-26},
  address = {Cuba},
  month = {March}
}

@inproceedings{TalEWPDP,
  title = {Implementing Standard and Nonstandard Parallel Cellular Automata in CARPET},
  author = {Talia, Domenico},
  booktitle = {Proc. of the 9th Euromicro Workshop on Parallel and Distributed Processing - PDP 2001},
  year = {2001},
  pages = {243-249},
  publisher = {IEEE Computer Society Press},
  address = {Mantova, Italy},
  month = {February}
}

@inproceedings{TalPizBosAICA01,
  title = {Data Mining per il Monitoraggio del Territorio: Il Caso di Studio del Piano Telematico Calabria},
  author = {Bosco, R. and Manco, Giuseppe and Pizzuti, Clara and Talia, Domenico},
  booktitle = {Proceedings AICA 2001},
  year = {2001},
  address = {Como}
}

@incollection{TalPizMalMDSVD,
  title = {Mining High-Dimensional Scientific Data Using Singular Value Decompostion},
  author = {Maltseva, Ekaterina and Pizzuti, Clara and Talia, Domenico},
  editor = {Grossman, Robert L. and Kamath, Chandrika and Kegelmeyer, Philip and Kumar, Vipin},
  booktitle = {Data Mining for Scientific and Engineering Applications},
  year = {2001},
  pages = {425-438},
  publisher = {Kluwer academic publishers},
  address = {Dordrecht}
}

@article{SpeTalAIIA,
  title = {CAMELot: A Parallel Cellular Environment for Modelling Complexity},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  journal = {AI*IA Notizie},
  year = {2001},
  volume = {XIV},
  note = {invited paper},
  number = {2}
}

@article{TalPAAP,
  title = {Models and Trends in Parallel Programming},
  author = {Talia, Domenico},
  journal = {Parallel Algorithms and Applications},
  year = {2001},
  volume = {16},
  pages = {145-180},
  number = {2-3}
}

@inproceedings{TalCanICA3PP,
  title = {Parallel and Distributed Knowledge Discovery on the Grid: A Reference Architecture},
  author = {Cannataro, Mario and Talia, Domenico},
  booktitle = {4th International Conference on Algorithms and Architectures for Parallel Computing (ICA3PP)},
  year = {2000},
  pages = {662-673},
  publisher = {World Scientific Publ.},
  address = {Hong Kong},
  month = {December}
}

@inproceedings{TalSacISTAT,
  title = {OLAP e Data Mining in Ambienti Distribuiti},
  author = {Saccà, Domenico and Talia, Domenico},
  booktitle = {Workshop Sistemi Distribuiti e Architettura dei Dati, Quinta Conferenza Nazionale di Statistica ISTAT},
  year = {2000},
  publisher = {ISTAT},
  address = {Rome},
  month = {November}
}

@inproceedings{AntDonMasAICA00,
  title = {Proposta di automazione basata su tecnologie web e workflow per il processo di formazione dell’Ordine del Giorno del Consiglio dei Ministri},
  author = {Antonelli, Cesare and Donzelli, Paolo and Mastroianni, Carlo and Setola, Roberto and Tucci, Salvatore and Vinti, Settimio},
  booktitle = {Proc. XXXVII Congresso Annuale AICA},
  year = {2000},
  pages = {273-283},
  address = {Taormina},
  month = {September}
}

@article{AjmMarMasMONET00,
  title = {Performance analysis of cellular mobile communication networks supporting multimedia services},
  author = {Ajmone Marsan, Marco and Marano, Salvatore and Mastroianni, Carlo and Meo, Michela},
  journal = {Mobile Networks and Applications},
  year = {2000},
  volume = {5},
  pages = {167--177},
  publisher = {Springer Netherlands},
  number = {3},
  month = {September},
  url = {http://dx.doi.org/10.1023/A:1019156528238}
}

@article{TalCOM00,
  title = {Cellular Processing Tools for High-Performance Simulation},
  author = {Talia, Domenico},
  journal = {IEEE Computer},
  year = {2000},
  volume = {33},
  pages = {44-52},
  number = {9},
  month = {September},
  url = {http://dx.doi.org/10.1109/2.868696}
}

@inproceedings{MalPizTalAICA00,
  title = {Una Metodologia di Data Mining per la Scoperta di Conoscenza in Dati Multidimensionali},
  author = {Maltseva, Ekaterina and Pizzuti, Clara and Talia, Domenico},
  booktitle = {Proc. XXXVII Congresso Annuale AICA},
  year = {2000},
  pages = {273-283},
  address = {Taormina},
  month = {September}
}

@inproceedings{MalPizTalDM00,
  title = {Undirect Knowledge Discovery by Using Singular Value Decomposition},
  author = {Maltseva, Ekaterina and Pizzuti, Clara and Talia, Domenico},
  booktitle = {Second International Conference on Data Mining 2000},
  year = {2000},
  publisher = {WIT Press},
  address = {Cambridge},
  month = {July}
}

@inproceedings{TalBioSP300,
  title = {Solving Problems on Parallel Computers by Cellular Programming},
  author = {Talia, Domenico},
  booktitle = {Proc. of the 3rd Int. Workshop on Bio-Inspired Solutions to Parallel Processing Problems BioSP3-IPDPS},
  year = {2000},
  pages = {595-603},
  publisher = {Springer-Verlag},
  address = {Cancun, Mexico},
  series = {LNCS},
  month = {May}
}

@inproceedings{FotLipTalHPDM00,
  title = {Scalable Parallel Clustering for Data Mining on Multicomputers},
  author = {Foti, D. and Lipari, D. and Pizzuti, Clara and Talia, Domenico},
  booktitle = {3rd Int. Workshop on High Performance Data Mining HPDM00-IPDPS},
  year = {2000},
  pages = {390-398},
  publisher = {Springer-Verlag},
  address = {Cancun, Mexico},
  series = {LNCS},
  month = {May}
}

@incollection{TalARSC00,
  title = {Advances in Programming Languages for Parallel Computing},
  author = {Talia, Domenico},
  editor = {Yuen, C.K. and Hwang, K.},
  booktitle = {Annual Review of Scalable Computing},
  year = {2000},
  pages = {28-58},
  publisher = {World Scientific Publishing and Singapore University Press},
  chapter = {2}
}

@incollection{TalSpeHPCA,
  title = {Experiences Using High-Level Programming for Parallel Cellular Computation},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  editor = {Pollard, A. and Mewhort, Douglas J. K. and Weaver, Donald F.},
  booktitle = {High Performance Computing Systems and Applications},
  year = {2000},
  pages = {515-528},
  publisher = {Kluwer Academic Publisher},
  address = {Boston, Mass, USA},
  chapter = {51}
}

@incollection{TalSC00,
  title = {Advances in Programming Languages for Parallel Computing},
  author = {Talia, Domenico},
  editor = {Yuen, C.K. and Hwang, K.},
  booktitle = {Annual Review of Scalable Computing},
  year = {2000},
  pages = {28-58},
  publisher = {World Scientific Publishing and Singapore University Press},
  address = {Singapore},
  chapter = {2}
}

@article{TalJazSriTRSE,
  title = {Guest Editors' Introduction: Architecture-Independent Languages and Software Tools for Parallel Processing},
  author = {Talia, Domenico and Srimani, P. and Jazayeri, M.},
  journal = {IEEE Transactions on Software Engineering},
  year = {2000},
  volume = {26},
  pages = {193-196;289-292},
  note = {guest editorial},
  number = {3-4},
  url = {http://dx.doi.org/10.1109/TSE.2000.842946}
}

@inproceedings{TalVECPAR,
  title = {The Role of Parallel Cellular Programming in Computational Science},
  author = {Talia, Domenico},
  editor = {Ma, Jianhua and Dongarra, Jack and Hernandez, Vicente},
  booktitle = {Vector and Parallel Processing - VECPAR'2000 Post Conf. Book},
  year = {2000},
  volume = {1981},
  pages = {207-220},
  publisher = {Springer-Verlag},
  address = {Oporto},
  series = {Vector and Parallel Processing - VECPAR'2000 Post Conf. Book}
}

@inproceedings{PizTalVonPKDD,
  title = {A Divisive Initialization Method for Clustering Algorithms},
  author = {Pizzuti, Clara and Talia, Domenico and Vonella, G.},
  booktitle = {PKDD'99 - Third Europ. Conf. on Principles and Practice of Data Mining and Knowledge Discovery},
  year = {1999},
  volume = {1704},
  pages = {484-491},
  publisher = {Springer-Verlag},
  address = {Prague},
  series = {Lecture Notes in Artificial Intelligence},
  month = {September}
}

@inproceedings{TalSkiEP99,
  title = {High-Performance Data Mining and Knowledge Discovery},
  author = {Talia, Domenico and Skillicorn, David B.},
  booktitle = {EuroPar '99 - Parallel Processing},
  year = {1999},
  volume = {1685},
  pages = {1439-1440},
  publisher = {Springer-Verlag},
  address = {Toulose},
  series = {LCNS},
  note = {Topic introduction},
  month = {August}
}

@inproceedings{TalCSCC99,
  title = {Recent Advances in Parallel Programming Languages and Tools},
  author = {Talia, Domenico},
  booktitle = {Proc. of 3rd IEEE/IMACS Multiconference on Circuits, Systems, Communications & Computers (CSCC'99)},
  year = {1999},
  pages = {34-42},
  publisher = {WSES Press},
  note = {Also in Advances in Intelligent Systems and Computer Science, N. Mastorakis (Ed.), WSES Press, pp. 26-34, 1999},
  month = {July}
}

@inproceedings{TalSEBD,
  title = {Esplicitazione del Parallelismo nelle Tecniche di Data Mining},
  author = {Talia, Domenico},
  booktitle = {Settimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati - SEBD'99},
  year = {1999},
  pages = {387-401},
  address = {Como},
  month = {June}
}

@article{TalSloFGCS99,
  title = {Cellular Automata: Promise and Prospects in Computational Science},
  author = {Talia, Domenico and Sloot, P.},
  journal = {Future Generation Computer Systems},
  year = {1999},
  volume = {16},
  pages = {1-3},
  note = {guest editorial},
  number = {2-3},
  url = {http://dx.doi.org/10.1016/S0167-739X(99)00043-6}
}

@article{TalSpeFGCS,
  title = {Programming Cellular Automata Algorithms on Parallel Computers},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {1999},
  volume = {16},
  pages = {203-216},
  number = {2-3},
  url = {http://dx.doi.org/10.1016/S0167-739X(99)00047-3}
}

@incollection{TalAISCS,
  title = {Recent Advances in Parallel Programming Languages and Tools},
  author = {Talia, Domenico},
  booktitle = {Advances in Intelligent Systems and Computer Science},
  year = {1999},
  publisher = {WSES Press}
}

@article{TalSQDD99,
  title = {Laboratori Virtuali},
  author = {Talia, Domenico},
  journal = {Sapere: quindicinale di divulgazione},
  year = {1999},
  volume = {65},
  pages = {51-61},
  number = {2}
}

@book{TalSpeCP99,
  title = {Calcolo Parallelo, Automi Cellulari e Modelli per Sistemi Complessi},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  year = {1999},
  publisher = {Franco Angeli},
  address = {Milan, Italy},
  series = {Informatica},
  note = {ISBN 88-464-1374-1}
}

@article{PizTalRI99,
  title = {Knowledge Discovery e Data Mining: Concetti, Algoritmi e Sistemi},
  author = {Pizzuti, Clara and Talia, Domenico},
  journal = {Rivista di Informatica},
  year = {1999},
  volume = {XXIX},
  pages = {31-74},
  number = {1}
}

@inproceedings{MarMasPizGLOBE98,
  title = {Band distribution between uplink and downlink in CDMA satellite mobile networks},
  author = {Marano, Salvatore and Mastroianni, Carlo and Pizzuto, Gianluca},
  booktitle = {Proc. of the IEEE Global Telecommunications Conference GLOBECOM 98},
  year = {1998},
  pages = {3620--3625},
  address = {Sydney, Australia},
  note = {ISBN 0-7803-4984-9},
  abstract = {In this paper we model the performance of a LEO satellite system with “m” classes of traffic source (heterogeneous services). Each class is defined by different resource and performance requirements, characterized by different bit rates on the uplink and downlink; and different QoS parameters. The CDMA (code division multiple access) multiple access scheme is used and a mobility model is adopted to represent the relative motion of mobile terminals over the satellite spot beams. We investigate the blocking behavior of each traffic class in the network and consider the impact of sub-optimal re-distribution of band resources between the uplink and downlink. Software for the simulation of LEO system has been developed and the results from simulation study of a three traffic class example are shown},
  month = {November},
  url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=775978}
}

@inproceedings{MarMasRicICUPC98,
  title = {Management of Slow and Fast Users in a Two Layer Cellular system with Overlapping Coverage Areas},
  author = {Marano, Salvatore and Mastroianni, Carlo and Riccardi, Riccardo},
  booktitle = {Proc. of the IEEE International Conference on Universal Personal Communications ICUPC '98},
  year = {1998},
  pages = {1163--1167},
  publisher = {IEEE},
  address = {Florence, Italy},
  note = {ISBN 0-7803-5106-1},
  abstract = {A new way to manage users having different mobility characteristics (slow and fast users) in a two layer cellular system, through the use of the techniques of overlapping coverage and channel rearrangement, is provided. Overlapping coverage areas of nearby base stations arise in cellular communications systems, especially in small cell high-capacity microcellular configurations. With overlap, some users may have access to channels at more that one base station. This enhanced access can be used to improve the teletraffic performance characteristics. Channel rearrangements are used to benefit users who are in the range of only one base station. An analytical model for teletraffic performance is developed. Performance measures are derived and discussed},
  month = {October}
}

@article{TalSCW98,
  title = {Cellular Automata Thrive on Parallel Systems},
  author = {Talia, Domenico},
  journal = {Scientific Computing World},
  year = {1998},
  pages = {21-22},
  number = {42},
  month = {October}
}

@inproceedings{FolSpeTalMPI98,
  title = {Evaluating and Modeling Communication Overhead of MPI Primitives on the Meiko CS-2},
  author = {Folino, Gianluigi and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Recent Advances in Parallel Virtual Machine and Message Passing Interface - Proc. of EuroPVM/MPI98},
  year = {1998},
  volume = {1497},
  pages = {27-35},
  publisher = {Springer-Verlag},
  series = {LNCS},
  month = {September}
}

@article{SpeTalPDCP98,
  title = {The CARPET Programming Environment for Solving Scientific Problems on Parallel Computers},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  journal = {Parallel and Distributed Computing Practices},
  year = {1998},
  volume = {1},
  pages = {49-61},
  publisher = {NOVA Science Publishers},
  number = {3},
  month = {September}
}

@inproceedings{SpeTalEPPP98,
  title = {Language Constructs and Run-time System for Parallel Cellular Programming},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. of Euro-Par'98 Parallel Processing},
  year = {1998},
  volume = {1470},
  pages = {669-675},
  publisher = {Springer-Verlag},
  series = {LNCS},
  month = {August}
}

@inproceedings{MarMasRicISCC98,
  title = {Performance of a Micro-Macrocellular System with Overlapping Coverage and Channel Rearrangement Techniques},
  author = {Marano, Salvatore and Mastroianni, Carlo and Riccardi, Riccardo},
  booktitle = {Proc. of the 3rd IEEE Symposium on Computers & Communications},
  year = {1998},
  publisher = {IEEE Computer Society},
  address = {Athens, Greece},
  note = {ISBN 0-8186-8538-7},
  month = {July},
  url = {http://portal.acm.org/citation.cfm?id=846239.849752&coll=&dl=GUIDE&CFID=15151515&CFTOKEN=6184618#}
}

@inproceedings{AjmMarMasMASCOTS98,
  title = {Performance Analysis of Cellular Mobile Communication Networks Supporting Multimedia Services},
  author = {Ajmone Marsan, Marco and Marano, Salvatore and Mastroianni, Carlo and Meo, Michela},
  booktitle = {MASCOTS '98: Proceedings of the 6th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems},
  year = {1998},
  pages = {274--281},
  publisher = {IEEE Computer Society},
  address = {Washington, DC, USA},
  note = {ISBN 0-8186-8566-2},
  month = {July},
  url = {http://dx.doi.org/10.1109/MASCOT.1998.693706}
}

@article{TalSkiACM,
  title = {Models and Languages for Parallel Computation},
  author = {Skillicorn, David B. and Talia, Domenico},
  journal = {ACM Computing Surveys},
  year = {1998},
  volume = {30},
  pages = {123-169},
  number = {2},
  month = {June},
  url = {http://dx.doi.org/10.1145/280277.280278}
}

@inproceedings{MarMasRicCSDSP98,
  title = {Overlapping Coverage and Channel Rearrangement to Improve the Performances of a Hierarchical Cellular System},
  author = {Marano, Salvatore and Mastroianni, Carlo and Riccardi, Riccardo},
  booktitle = {Proc of the international symposium on communication systems & digital signal processing  CSDSP '98},
  year = {1998},
  pages = {534--537},
  address = {Sheffield, UK},
  month = {April},
  url = {http://cat.inist.fr/?aModele=afficheN&cpsidt=1812311}
}

@inproceedings{FolSpeTalHPCN98,
  title = {Performance Evaluation and Modeling of MPI Communications on the Meiko CS-2},
  author = {Folino, Gianluigi and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. of HPCN Europe '98},
  year = {1998},
  volume = {1401},
  pages = {932-936},
  publisher = {Springer-Verlag},
  series = {LNCS},
  month = {April}
}

@article{MarMasPizTSAIEE98,
  title = {Band Allocation in CDMA Satellite Mobile Networks with Heterogeneous Traffic Sources},
  author = {Marano, Salvatore and Mastroianni, Carlo and Pizzuto, Gianluca},
  journal = {Transactions of the South African Institute of Electrical Engineers},
  year = {1998},
  volume = {89},
  pages = {167--175},
  publisher = {Kelvin Publications},
  address = {Johannesburg, South Africa},
  number = {3}
}

@inproceedings{TalHPC98,
  title = {Parallel Cellular Automata for High Performance Computational Simulation},
  author = {Talia, Domenico},
  booktitle = {Proc. of the High-Performance Computing Conference - HPC'98},
  year = {1998},
  pages = {27-32},
  publisher = {SCS Press},
  address = {USA}
}

@article{SpeTalFGCS98,
  title = {Designing Parallel Models of Soil Contamination by the CARPET Language},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {1998},
  volume = {13},
  pages = {291-302},
  publisher = {North-Holland},
  number = {4-5},
  url = {http://dx.doi.org/10.1016/S0167-739X(97)00031-9}
}

@inproceedings{GriMarMasPIMRC97,
  title = {A macro-microcellular system with mobile user speed estimation},
  author = {Grimaldi, Annarita and Marano, Salvatore and Mastroianni, Carlo and Scarpelli, Maria Teresa},
  booktitle = {Proc. of the 8th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC '97},
  year = {1997},
  pages = {381--385},
  publisher = {IEEE},
  address = {Helsinki, Finland},
  note = {ISBN 0-7803-3871-5},
  abstract = {Future cellular systems are expected to use differently sized and shaped cells, depending on the area to be covered (urban or rural) and the user density. This paper proposes a cellular system that uses a two-tier cellular scheme, with macrocells and microcells. Mobile users are grouped into two classes, “slow” and “fast” users: to estimate user speed, a procedure is implemented, based on the evaluation of the amount of time a mobile station resides in a microcell. A channel assignment strategy, which tries to allocate “slow” users to the low tier (microcells) and “fast” users to the high tier (macrocells), is proposed: in this way, low mobility users undergo handovers at microcell boundaries, and high mobility users undergo handovers at macrocell boundaries. A simulation study is carried out to show that the handover rate, as well as the system signaling load, are kept at an acceptable level},
  month = {September},
  url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=630949}
}

@inproceedings{TalIMACS97,
  title = {Cellular Automata + Parallel Computing = Computational Simulation},
  author = {Talia, Domenico},
  booktitle = {Proc. 15th IMACS World Congress on Scientific Computation, Modelling and Applied Mathematics},
  year = {1997},
  volume = {6},
  pages = {409-414},
  publisher = {Wissenschaft&Technik Verlag},
  address = {Berlin},
  month = {August}
}

@article{TalCACM97,
  title = {Parallel Computation Still Not Ready for the Mainstream},
  author = {Talia, Domenico},
  journal = {Communications of the ACM},
  year = {1997},
  volume = {40},
  pages = {98-99},
  number = {7},
  month = {July},
  url = {http://dx.doi.org/10.1145/256175.256193}
}

@inproceedings{LupMarMas97,
  title = {A Handoff Anticipation Algorithm for Cellular Systems},
  author = {Lupi, Giovanni and Marano, Salvatore and Mastroianni, Carlo},
  booktitle = {Proc. of the International Wireless and Telecommunications Symposium IWTS ‘97},
  year = {1997},
  address = {Shah Alam, Malaysia},
  month = {May}
}

@inproceedings{MarMasVTC97,
  title = {A hierarchical network scheme for multilayered cellular systems},
  author = {Marano, Salvatore and Mastroianni, Carlo},
  booktitle = {Proc. of the 47th IEEE Vehicular Technology Conference, VTC'97},
  year = {1997},
  pages = {1792--1796},
  publisher = {IEEE},
  address = {Phoenix, AZ, USA},
  note = {ISBN 0-7803-3659-3},
  abstract = {This paper presents a study of a hierarchical network scheme that could be used where a multilayered, multisized cell layout is designed to cover non-homogeneous populated areas. The hierarchical model is able to represent a compound cellular system with several kinds of overlapping cells set at different levels, e.g. picocells, microcells, macrocells and satellitar cells. The system is managed so that a call, which is discarded from a cell at a certain level, can overflow to the overlaying cells, going up through the hierarchy. A multidimensional birth-death model is developed to analyze the system and find the expressions of some performance indices, which are discussed for a sample system having three cell levels and only one cell per level},
  month = {May},
  url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=605867}
}

@inproceedings{SpeTalHPCN97,
  title = {Programming High Performance Models of Soil Contamination by a Cellular Automata Language},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. of HPCN Europe '97},
  year = {1997},
  pages = {531-540},
  publisher = {Springer-Verlag},
  series = {LNCS},
  month = {April}
}

@inproceedings{SpeTalHIPS97,
  title = {A High-Level Cellular Programming Model for Massively Parallel Processing},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. of the 2nd Int. Workshop on High-Level Programming Models and Supportive Environments HIPS'97},
  year = {1997},
  pages = {55-63},
  publisher = {IEEE Computer Society Press},
  month = {April}
}

@article{BerMarMasIJWIN97,
  title = {Performance of a Reversible Hierarchical Cellular System},
  author = {Beraldi, Roberto and Marano, Salvatore and Mastroianni, Carlo},
  journal = {International Journal of Wireless Information Networks},
  year = {1997},
  volume = {4},
  pages = {43--54},
  publisher = {Springer Netherlands},
  number = {1},
  month = {January},
  url = {http://dx.doi.org/10.1023/A:1018881605596}
}

@inproceedings{SpeTalACRI96,
  title = {A High-Level Language for Programming Cellular Algorithms on Parallel Machines},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  editor = {Bandini, S. and Mauri, G.},
  booktitle = { Proc. 2nd Conference on Cellular Automata for Research and Industry - ACRI '96},
  year = {1997},
  pages = {187-196},
  publisher = {Springer-Verlag},
  address = {London}
}

@article{DiGRonSpaFCGS97,
  title = {High performance scientific computing by a parallel cellular environment},
  author = {Di Gregorio, Salvatore and Rongo, Rocco and Spataro, William and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {1997},
  volume = {12},
  pages = {357-369},
  number = {5},
  url = {http://dx.doi.org/10.1016/S0167-739X(96)00023-4}
}

@inproceedings{TalACM96,
  title = {General-Purpose Practical Models for Parallel Computation},
  author = {Talia, Domenico},
  booktitle = {ACM Workshop on Strategic Directions in Computing Research},
  year = {1996},
  address = {Cambridge, USA},
  note = {invited paper},
  month = {June}
}

@inproceedings{SpeTalHPC96,
  title = {CARPET: A Programming Language for Parallel Cellular Processing},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. 2nd European School on Parallel Programming Environments for HPC '96},
  year = {1996},
  pages = {71-74},
  address = {Alpe d'Huez, France},
  month = {April}
}

@inproceedings{BerMarMas96,
  title = {A Reversible Hierarchical Scheme for Microcellular Systems with Overlaying Macrocells},
  author = {Beraldi, Roberto and Marano, Salvatore and Mastroianni, Carlo},
  booktitle = {Proc. of the 15th Annual Joint Conference of the IEEE Computer Societies, Infocom'96},
  year = {1996},
  pages = {51--58},
  publisher = {IEEE Computer Society},
  address = {San Francisco, CA, USA},
  note = {ISBN 0-8186-7293-5},
  abstract = {Future cellular systems are expected to use multilayered, multisized cells to cover non-homogeneous populated areas. An example in literature is given by a 2 level hierarchical architecture in which an overlaying macrocell provides a group of overflow channels utilized when a microcell, which covers a densely populated area, is not able to accommodate a new call, or a handover from another microcell. The macrocell has the higher hierarchical position, meaning that it can receive handover requests from microcells, lower in the hierarchy, as well as from other macrocells. On the contrary, a call served by the macrocell cannot handover to a microcell. This paper proposes a reversible hierarchical scheme characterized by the presence of handover attempts from macrocells to microcells. The scheme is conceived so that the microcells are given the majority of the traffic load as they are able to operate with very high capacity, while the macrocells, having lower channel utilization, can better carry out their support task. An analytical study is carried out showing that the system performance can be improved, at the expense of relatively little increase of network control overhead, when compared with the classical, i.e. nonreversible hierarchical scheme},
  month = {March},
  url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=497877}
}

@inproceedings{DiGFesRonPCSAP96,
  title = {A Microscopic Freeway Traffic Simulator on a Highly Parallel System},
  author = {Di Gregorio, Salvatore and Festa, D.C. and Rongo, Rocco and Spataro, William and Spezzano, Giandomenico and Talia, Domenico},
  editor = {D'Hollander, E.},
  booktitle = {Parallel Computing: State-of-the-Art and Perspectives},
  year = {1996},
  pages = {69-76},
  publisher = {Elsevier},
  address = {Amsterdam}
}

@inproceedings{DiGRonSpaHPCN96,
  title = {A Parallel Cellular Environment for High Performance Scientific Computing},
  author = {Di Gregorio, Salvatore and Rongo, Rocco and Spataro, William and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Lindell, H. and Colbrook, A. and Hertzberger, B. and Sloot, P.},
  booktitle = {Proc. HPCN Europe 1996},
  year = {1996},
  volume = {1067},
  pages = {514-521},
  publisher = {Springer-Verlag},
  series = {LNCS}
}

@inproceedings{DiGRonSerPARCELLA96,
  title = {Parallel Simulation of Soil Contamination by Cellular Automata},
  author = {Di Gregorio, Salvatore and Rongo, Rocco and Serra, R. and Spataro, William and Spezzano, Giandomenico and Talia, Domenico and Villani, M.},
  booktitle = {Proc. PARCELLA'96 Seventh International Workshop on Parallel Processing by Cellular Automata and Arrays},
  year = {1996},
  volume = {96},
  pages = {295-297},
  publisher = {Akademie Verlag},
  address = {Berlin},
  series = {Mathematical Research series}
}

@inproceedings{DiGRonSpaES96,
  title = {A Parallel Cellular Simulator for Bioremediation of Contaminated Soils},
  author = {Di Gregorio, Salvatore and Rongo, Rocco and Spataro, William and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Brebbia, C.A. and Zannetti, P.},
  booktitle = {Development and Applications of Computer Techniques to Environmental Studies VI},
  year = {1996},
  pages = {685-695},
  publisher = {Computational Mechanics Publications}
}

@article{GreNicRonCE96,
  title = {Simulazione di Frane con Automi Cellulari},
  author = {Di Gregorio, Salvatore and Nicoletta, F. and Rongo, Rocco and Siciliano, C. and Sorriso-Valvo, M. and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Computazione Evolutiva},
  year = {1996},
  volume = {1},
  pages = {5-16}
}

@article{DiGRonSpaCSE,
  title = {A parallel cellular tool for interactive modeling and simulation},
  author = {Di Gregorio, Salvatore and Rongo, Rocco and Spataro, William and Spezzano, Giandomenico and Talia, Domenico},
  journal = {IEEE Computational Science & Engineering},
  year = {1996},
  volume = {3},
  pages = {33-43},
  number = {3},
  url = { http://dx.doi.org/10.1109/99.537090}
}

@inproceedings{SpeTalGPPC95,
  title = {Implicit Parallelism Models: Logic Programming},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  editor = {Balbo, G. and Vanneschi, M.},
  booktitle = {General Purpose Parallel Computers},
  year = {1995},
  pages = {251-266},
  publisher = {Edizioni ETS},
  address = {Pisa}
}

@article{CanDiGRonPC95,
  title = {A Parallel Cellular Automata Environment on Multicomputers for Computational Science},
  author = {Cannataro, Mario and Di Gregorio, Salvatore and Rongo, Rocco and Spataro, William and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Parallel Computing},
  year = {1995},
  volume = {21},
  pages = {803-824},
  publisher = {North-Holland},
  number = {5},
  url = {http://dx.doi.org/10.1016/0167-8191(94)00099-V}
}

@inproceedings{DiGSpeTalACRI94,
  title = {CAMEL: A Parallel Cellular Environment for Interactive Simulation},
  author = {Di Gregorio, Salvatore and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. Convegno ACRI'94},
  year = {1994},
  address = {Rende, Italy},
  month = {September}
}

@inproceedings{CanCanSpeAICA94,
  title = {Esecuzione Efficiente di Programmi Logici Paralleli nel Sistema PALM},
  author = {Candelieri, A. and Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Atti del Congresso Annuale AICA'94},
  year = {1994},
  address = {Palermo},
  month = {September}
}

@inproceedings{CanDiGRonICANN94,
  title = {A Parallel Cellular Automata Environment for Modeling Complex Systems},
  author = {Cannataro, Mario and Di Gregorio, Salvatore and Rongo, Rocco and Spataro, William and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proceedings ICANN '94 International Conference on Artificial Neural Networks},
  year = {1994},
  publisher = {Springer-Verlag},
  month = {May}
}

@inproceedings{CanSpeTalIFIP94,
  title = {PNS : A Load Balancing Algorithm for Massively Parallel Systems},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. IFIP Conference on Programming Environments for Massively Parallel Distributed Systems},
  year = {1994},
  publisher = {Birkhaeuser Verlag},
  month = {April}
}

@article{TalJPL94,
  title = {Parallel Logic Programming Systems on Multicomputers},
  author = {Talia, Domenico},
  journal = {Journal of Programming Languages},
  year = {1994},
  volume = {2},
  pages = {77-87},
  publisher = {Chapman & Hall},
  number = {1},
  month = {March}
}

@inproceedings{DiGNicRonWMP94,
  title = {Landslide Simulation by Cellular Automata in a Parallel Environment},
  author = {Di Gregorio, Salvatore and Nicoletta, F. and Rongo, Rocco and Sorriso-Valvo, M. and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. 2nd Int. Workshop on Massive Parallelism},
  year = {1994},
  pages = {392-407},
  publisher = {World Scientific},
  address = {Capri}
}

@incollection{CanSpeTalVLSI94,
  title = {PALM : A Logic Programming System on a Highly Parallel Architecture},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Delgado-Frias, J.G. and Moore, W. R.},
  booktitle = {VLSI for Neural Networks and Artificial Intelligence},
  year = {1994},
  pages = {255-265},
  publisher = {Plenum},
  address = {New York}
}

@book{SkiTalPLPP94,
  title = {Programming Languages for Parallel Processing},
  editor = {Skillicorn, David B. and Talia, Domenico},
  year = {1994},
  publisher = {IEEE Computer Society Press},
  address = {USA},
  note = {ISBN 0-8186-6502-5}
}

@article{CanSerSpeCAI,
  title = {PNS : A Dynamic Mapping Strategy for Massively Parallel Computers},
  author = {Cannataro, Mario and Sergeyev, Y. and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Computers and Artificial Intelligence},
  year = {1994},
  volume = {13},
  number = {5}
}

@inproceedings{CanSpeTalMTMPA93,
  title = {PALM: Parallel Implementation of Logic Programs},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Models and Tools for Massively Parallel Architectures},
  year = {1993},
  pages = {117-128},
  publisher = {CNR},
  month = {June}
}

@inproceedings{CanSerSpePARLE,
  title = {A dynamic load balancing strategy for massively parallel computers},
  author = {Cannataro, Mario and Sergeyev, Y. and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Bode, A. and Reeve, M. and Wolfe, G.},
  booktitle = {5-th PARLE Conference},
  year = {1993},
  volume = {694},
  pages = {664-667},
  publisher = {Springer-Verlag},
  series = {LNCS},
  month = {June}
}

@article{TalMicro93,
  title = {Message Routing Systems for Transputer-Based Multicomputers},
  author = {Talia, Domenico},
  journal = {IEEE Micro},
  year = {1993},
  volume = {13},
  pages = {62-72},
  number = {3},
  month = {May},
  url = {http://dx.doi.org/10.1109/40.216749}
}

@article{TalComL93,
  title = {Distributed Termination of Concurrent Processes in Occam},
  author = {Talia, Domenico},
  journal = {Computer Languages},
  year = {1993},
  volume = {19},
  pages = {51-62},
  publisher = {Pergamon Press},
  number = {1},
  month = {January},
  url = {http://dx.doi.org/10.1016/0096-0551(93)90039-4}
}

@inproceedings{CanDiGRonAICA93,
  title = {CAMEL : A Cellular Automata Environment on a Highly Parallel Computer},
  author = {Cannataro, Mario and Di Gregorio, Salvatore and Rongo, Rocco and Spataro, William and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. of the International Section of AICA'93},
  year = {1993},
  pages = {143-158}
}

@incollection{CanSpeTalPCDMM93,
  title = {Logic Program Execution on Distributed Memory Parallel Computers},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Ozguner, F. and Ercal, F.},
  booktitle = {Parallel Computing on Distributed Memory Multiprocessors},
  year = {1993},
  volume = {103},
  pages = {205-216},
  publisher = {Springer-Verlag},
  address = {Berlin},
  series = { NATO ASI Series F}
}

@article{CanSpeTalRI93,
  title = {Un Algoritmo di Routing Esente da Deadlock per Sistemi Paralleli},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Rivista di Informatica},
  year = {1993},
  volume = {XXIII},
  pages = {31-48},
  publisher = {Masson},
  number = {1}
}

@article{TalRI93,
  title = {Reti Neurali: Modelli ed Algoritmi},
  author = {Talia, Domenico},
  journal = {Rivista di Informatica},
  year = {1993},
  volume = {XXIII},
  pages = {127-144},
  publisher = {Masson},
  number = {2}
}

@article{TalCL93,
  title = {A Survey of PARLOG and Concurrent Prolog: The Integration of Logic and Parallelism},
  author = {Talia, Domenico},
  journal = {Computer Languages},
  year = {1993},
  volume = {18},
  pages = {185-196},
  publisher = {Pergamon Press},
  number = {3},
  url = {http://dx.doi.org/10.1016/0096-0551(93)90024-U}
}

@book{CanSpeTalPLAP93,
  title = {Programmazione Logica e Architetture Parallele},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  year = {1993},
  publisher = {Franco Angeli},
  address = {Milan, Italy},
  note = {ISBN 88-204-8041-7}
}

@inproceedings{CanSerSpeJICSLP92,
  title = {Dynamic Process Scheduling in a Parallel Logic Machine},
  author = {Cannataro, Mario and Sergeyev, Y. and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proc. of the JICSLP '92 Joint Workshop on Distributed and Parallel Implementations of Logic Programming Systems},
  year = {1992},
  pages = {22-31},
  address = {Washington D.C.},
  month = {November}
}

@inproceedings{TalTSOR92,
  title = {Message Routing Systems for Transputer Based Parallel Computers},
  author = {Talia, Domenico},
  editor = {Allen, A.R.},
  booktitle = {Transputer Systems - Ongoing Research},
  year = {1992},
  pages = {1-12},
  publisher = {IOS Press},
  address = {Amsterdam},
  month = {April}
}

@article{CanGalSpeCPE92,
  title = {Design, Implementation and Evaluation of a Deadlock-Free Routing Algorithm for Concurrent Computers},
  author = {Cannataro, Mario and Gallizzi, E. and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Concurrency: Practice and Experience},
  year = {1992},
  volume = {4},
  pages = {143-161},
  publisher = {John Wiley & Sons},
  number = {2},
  month = {April},
  url = {http://dx.doi.org/10.1002/cpe.4330040204}
}

@inproceedings{CanSpeTalAICA92,
  title = {Esecuzione Parallela di Programmi Logici su Architetture a Memoria Distribuita},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Atti del Workshop Elaborazione Parallela: Ricerca ed Applicazioni, AICA},
  year = {1992},
  pages = { 385-399},
  address = {Rome},
  month = {February}
}

@article{ConGraMusPC92,
  title = {A Model of Efficient Asynchronous Parallel Algorithms on Multicomputer Systems},
  author = {Conforti, D. and Grandinetti, Lucio and Musmanno, R. and Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Parallel Computing},
  year = {1992},
  volume = {18},
  pages = {31-45},
  publisher = {North-Holland},
  number = {1},
  month = {January},
  url = {http://dx.doi.org/10.1016/0167-8191(92)90109-K}
}

@inproceedings{CanSpeTalPCFTSP92,
  title = {Adaptive Deadlock-Free Message Routing in Multicomputer Networks},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Joosen, W. and Milgrom, E.},
  booktitle = {Parallel Computing: From Theory to Sound Practice},
  year = {1992},
  pages = {592},
  publisher = {IOS Press}
}

@inproceedings{CanSpeTalPCPMA92,
  title = {A Parallel Architecture for the Implementation of a Distributed Inference Engine},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Messina, P. and Murli, A.},
  booktitle = {Parallel Computing: Problems, Methods and Application},
  year = {1992},
  pages = {415-425},
  publisher = {Elsevier}
}

@article{CanSpeTalFGCS92,
  title = {High Level Communication Mechanisms for Distributed Parallel Computers from an Adaptive Message Routing},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {1992},
  volume = {8},
  pages = {253-255},
  publisher = {North-Holland},
  number = {1-3},
  url = {http://dx.doi.org/10.1016/0167-739X(92)90045-D}
}

@inproceedings{CanSpeTalILPS91,
  title = {A Distributed Implementation of OR-Parallel Interpretation of Logic Programs},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proceedings of the ILPS '91 Workshop on Implementation of Parallel Logic Programming Systems},
  year = {1991},
  address = {San Diego, California},
  month = {October}
}

@inproceedings{SpeTalACAU91,
  title = {L'Uso di Strumenti Automatici per L'Estensione Concorrente di Linguaggi Sequenziali in Ambiente Unix},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Atti del Convegno Annuale Unix},
  year = {1991},
  pages = {441-455},
  address = {Milan},
  month = {May}
}

@inproceedings{CanSpeTalICE91,
  title = {PARADISE: a Parallel Architecture for a Distributed Inference Engine},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proceedings of IEEE COMPEURO '91},
  year = {1991},
  pages = {26-30},
  address = {Bologna},
  month = {May}
}

@inproceedings{BaiCanDiBSICP91,
  title = {Strumenti per la Parallelizzazione di Programmi Logici: FIXUP, OPTIMA, e PALM},
  author = {Baiardi, F. and Candelieri, A. and Di Bella, D. and Ricci, L. and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Fadini, B.},
  booktitle = {Sistemi Informatici e Calcolo Parallelo},
  year = {1991},
  pages = {139-148},
  publisher = {Franco Angeli},
  address = {Rome}
}

@incollection{CanSpeTalVLSI91,
  title = {A Multi-Transputer Architecture for a Parallel Logic Machine},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Delgado-Frias, J.G. and Moore, W. R.},
  booktitle = {VLSI for Artificial Intelligence and Neural Networks},
  year = {1991},
  pages = { 165-174},
  publisher = {Plenum},
  address = {New York}
}

@article{CanSpeTalFGCS91,
  title = {A Parallel Logic System on a Multicomputer Architecture},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  journal = {Future Generation Computer Systems},
  year = {1991},
  volume = {6},
  pages = {317-331},
  publisher = {North-Holland},
  number = {4},
  url = {http://dx.doi.org/10.1016/0167-739X(91)90002-F}
}

@misc{TalSNCPP90,
  title = {Book review of 'Strand: New Concepts in Parallel Programming'},
  author = {Talia, Domenico},
  year = {1990},
  volume = {15},
  pages = {111--112},
  publisher = {North-Holland},
  address = {Amsterdam, The Netherlands},
  series = {Science of Computer Programming},
  number = {1},
  month = {November}
}

@inproceedings{AieSerSicCUC90,
  title = {Prototipazione in Ambiente Unix: Studio di un Caso},
  author = {Aiello, C. and Serrelli, C. and Siciliano, C. and Talia, Domenico},
  booktitle = {Atti del Convegno Unix al Castello},
  year = {1990},
  pages = {127-135},
  address = {Napoli},
  month = {November}
}

@inproceedings{CanSpeTalCUC90,
  title = {Strumenti per la Programmazione Parallela: L'esperienza CRAI},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Atti del Convegno Unix al Castello},
  year = {1990},
  pages = {327-336},
  address = {Napoli},
  month = {November}
}

@inproceedings{TalPCEEE90,
  title = {Distributed Termination of Parallel Applications in the Occam 2 Language},
  author = {Talia, Domenico},
  booktitle = {Proceedings of Conference on Parallel Computing in Engineering and Eng. Education},
  year = {1990},
  pages = {261-265},
  publisher = {UNESCO},
  address = {Paris},
  month = {October}
}

@article{TalSIGP,
  title = {Notes on Termination of OCCAM Processes},
  author = {Talia, Domenico},
  journal = {SIGPLAN Notices},
  year = {1990},
  volume = {25},
  pages = {17-24},
  publisher = {ACM Press},
  number = {9},
  month = {September},
  url = {http://dx.doi.org/10.1145/101344.101348}
}

@inproceedings{GalCanSpeOUGM90,
  title = {A Deadlock-Free Communication System for a Transputer Network},
  author = {Gallizzi, E. and Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proceedings of 12th Occam User Group Meeting},
  year = {1990},
  pages = {11-21},
  publisher = {IOS Press},
  month = {April}
}

@article{TalSIG90,
  title = {Survey and Comparison of PARLOG and Concurrent Prolog},
  author = {Talia, Domenico},
  journal = {SIGPLAN Notices},
  year = {1990},
  volume = {25},
  pages = {33-42},
  publisher = { ACM Press},
  number = {1},
  month = {January}
}

@inproceedings{CanSpeTalSTSE90,
  title = {Evaluation of Routing Algorithms for a Parallel Machine},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Laforenza, Domenico and Perego, Raffaele},
  booktitle = {Supercomputing Tools for Science and Engineering},
  year = {1990},
  pages = {169-175},
  publisher = {Franco Angeli}
}

@inproceedings{CanSpeTalDS90,
  title = {A Highly Decentralized Architecture for the Parallel Execution of Logic Programs},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Cosnard, M. and Girault, C.},
  booktitle = {Decentralized Systems},
  year = {1990},
  pages = {235-246},
  publisher = {North-Holland}
}

@inproceedings{CanSpeTalTRA90,
  title = {The Development of a Multi-Transputer Implementation of the AND/OR Process Model},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  editor = {Board Jr., J.},
  booktitle = {Transputer Research and Applications 2},
  year = {1990},
  pages = {265-281},
  publisher = {IOS Press},
  address = {Amsterdam}
}

@article{SpeTalVanCS90,
  title = {A Concurrent Programming Support for Distributed Systems},
  author = {Spezzano, Giandomenico and Talia, Domenico and Vanneschi, M.},
  journal = {Computing Systems},
  year = {1990},
  volume = {3},
  pages = {423-447},
  number = {3}
}

@article{TalRI90,
  title = {Programmazione Logica Concorrente: PARLOG e Concurrent Prolog},
  author = {Talia, Domenico},
  journal = {Rivista di Informatica},
  year = {1990},
  volume = {XX},
  pages = {345-364},
  publisher = {Masson},
  number = {4}
}

@inproceedings{CanSpeTalAICA89,
  title = {Valutazioni di Algoritmi di Routing per una Macchina Parallela Basata sul Transputer},
  author = {Cannataro, Mario and Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Atti del Convegno Annuale AICA'89},
  year = {1989},
  volume = {1},
  pages = { 37-52},
  publisher = {AICA},
  address = {Trieste},
  month = {October}
}

@inproceedings{SpeTalEUUG89,
  title = {An Approach to Reliability in Distributed Programming},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proceedings of the EUUG Autumn 89 Conference},
  year = {1989},
  pages = {257-263},
  address = {Vienna},
  month = {September}
}

@inproceedings{SpeTalFTSD89,
  title = {The Design of Fault-Tolerant Distributed Software Using a Concurrent Language},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  journal = {Proceedings of 12th International Conference on FTSD},
  booktitle = {Proceedings of 12th International Conference on FTSD},
  year = {1989},
  pages = {260-265},
  address = {Prague},
  month = {September}
}

@inproceedings{SpeTalFTDCS88,
  title = {A Language Based Approach for Reliable Distributed Computing},
  author = {Spezzano, Giandomenico and Talia, Domenico},
  booktitle = {Proceedings of the Workshop on the Future Trends of Distributed Computing Systems},
  year = {1988},
  pages = {262-269},
  publisher = {IEEE CS Press},
  address = {Hong Kong},
  month = {September}
}

@inproceedings{GauPagSpeAICA87,
  title = {NERECO: un Ambiente per lo Sviluppo di Programmi Distribuiti},
  author = {Gaudenzi, F. and Pagano, R. and Spezzano, Giandomenico and Talia, Domenico and Vanneschi, M.},
  booktitle = {Atti del Convegno Annuale AICA'87},
  year = {1987},
  volume = {1},
  pages = {95-110},
  publisher = {AICA},
  address = {Trento},
  month = {September}
}

@inproceedings{SpeTalVanEUUG87,
  title = {NERECO: An Environment for the Development of Distributed Software},
  author = {Spezzano, Giandomenico and Talia, Domenico and Vanneschi, M.},
  booktitle = {Proceedings of the EUUG Conference},
  year = {1987},
  pages = {153-167},
  address = {Dublin},
  month = {September}
}

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