Publications

Publications by paolo trunfio

Books

  1. Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Riccardo Cantini, Alessio Orsino. Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs. World Scientific, 2024. ISBN: 978-1-80061-504-5 BibTeX
  2. Domenico Talia, Paolo Trunfio, Fabrizio Marozzo. Data Analysis in the Cloud: Models, Techniques and Applications. Elsevier, 2015. ISBN 978-0-12-802881-0 BibTeX
  3. Domenico Talia, Paolo Trunfio. Service-oriented distributed knowledge discovery. Chapman and Hall/CRC, 2012. ISBN 978-1-4398-7531-5 BibTeX

Edited books and proceedings

  1. Giancarlo Fortino, Paolo Trunfio. Internet of Things Based on Smart Objects: Technology, Middleware and Applications. Springer, 2014. ISBN 978-3-319-00490-7 BibTeX

Papers in journals

  1. Paolo Lindia, Riccardo Cantini, Francesco Bettucci, Luigi Sartori, Paolo Trunfio. Predictive maintenance in agricultural machinery: Activity-aware anomaly detection with language model-generated synthetic faults. Computers in Industry, Elsevier, n. 181, pp. 104539, 2026. BibTeXPDF
  2. Francesco Bettucci, Paolo Lindia, Paolo Trunfio, Luigi Sartori. Operational state classification of agricultural Machinery using GNSS Data: A Minimal-Input approach for field efficiency assessment. Computers and Electronics in Agriculture, Elsevier, n. 240, pp. 111193, 2026. BibTeXPDF
  3. Loris Belcastro, Francesco Gervino, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Explainable Detection of Depression Status Shifts from User Digital Traces. Social Network Analysis and Mining, 2026. To appear BibTeX
  4. Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. Navigating the edge-cloud continuum: A state-of-practice survey. IEEE Access, IEEE Access, vol. 14, pp. 40622-40647, 2026. BibTeXPDF
  5. Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. Dynamic Hashtag Recommendation in Social Media with Trend Shift Detection and Adaptation. IEEE Transactions on Computational Social Systems, vol. 13, n. 2, pp. 1989-2001, 2026. BibTeX
  6. Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Detecting mental disorder on social media: a ChatGPT-augmented explainable approach. Online Social Networks and Media, vol. 48, pp. 100321, 2025. BibTeXPDF
  7. Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Harnessing Prompt-based Large Language Models for Disaster Monitoring and Automated Reporting from Social Media Feedback. Online Social Networks and Media, vol. 45, pp. 100295, 2025. BibTeXPDF
  8. Loris Belcastro, Salvatore Giampà, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Nihad Mammadli. Boosting HPC Data Analysis Performance with the ParSoDA-Py Library. Journal of Supercomputing, 2024. BibTeXPDF
  9. Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vazquez-Novoa. Block size estimation for data partitioning in HPC applications using machine learning techniques. Journal of Big Data, vol. 11, n. 19, 2024. BibTeXPDF
  10. Domenico Talia, Paolo Trunfio. Urgent Computing for Protecting People From Natural Disasters. Computer, vol. 56, n. 4, pp. 131-134, 2023. BibTeXPDF
  11. Loris Belcastro, Domenico Carbone, Cristian Cosentino, Fabrizio Marozzo, Paolo Trunfio. Enhancing Cryptocurrency Price Forecasting: Integrating Machine Learning with Social Media and Market Data. Algorithms, n. 12, 2023. BibTeXPDF
  12. Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. Edge-cloud continuum solutions for urban mobility prediction and planning. IEEE Access, vol. 11, pp. 38864-38874, 2023. BibTeXPDF
  13. Loris Belcastro, Francesco Branda, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Analyzing voter behavior on social media during the 2020 US presidential election campaign. Social Network Analysis and Mining, 2022. BibTeXPDF
  14. Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Lovholt, Jorge Macias, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio-Velasco, Marta Pienkowska, Josep De la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan E. Rodríguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe. Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence. Future Generation Computer Systems, 2022. BibTeXPDF
  15. Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Analyzing Political Polarization on Social Media by Deleting Bot Spamming. Big Data and Cognitive Computing, vol. 1, n. 6, 2022. BibTeXPDF
  16. Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. Programming Big Data Analysis: Principles and Solutions. Journal of Big Data, vol. 9, n. 4, 2022. BibTeXPDF
  17. Riccardo Cantini, Fabrizio Marozzo, Giovanni Bruno, Paolo Trunfio. Learning sentence-to-hashtags semantic mapping for hashtag recommendation on microblogs. ACM Transactions on Knowledge Discovery from Data, vol. 16, n. 2, pp. 1-26, 2022. BibTeXPDF
  18. Riccardo Cantini, Fabrizio Marozzo, Silvio Mazza, Domenico Talia, Paolo Trunfio. A Weighted Artificial Bee Colony Algorithm for Influence Maximization. Online Social Networks and Media, vol. 26, pp. 100167, 2021. BibTeXPDF
  19. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Francesco Branda, Themis Palpanas, Muhammad Imran. Using Social Media for Sub-Event Detection during Disasters. Journal of Big Data, vol. 8, n. 79, 2021. BibTeXPDF
  20. Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines. Future Internet, vol. 13, n. 5, 2021. BibTeXPDF
  21. Salvatore Giampà, Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A data-aware scheduling strategy for executing large-scale distributed workflows. IEEE Access, vol. 9, pp. 47354-47364, 2021. ISSN: 2169-3536 BibTeXPDF
  22. Loris Belcastro, M. Tahar Kechadi, Fabrizio Marozzo, Luca Pastore, Domenico Talia, Paolo Trunfio. Parallel extraction of Regions-of-Interest from social media data. Concurrency and Computation: Practice and Experience, vol. 33, n. 8, pp. e5638, 2021. BibTeXPDF
  23. Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Learning Political Polarization on Social Media using Neural Networks. IEEE Access, vol. 8, n. 1, pp. 47177-47187, 2020. BibTeXPDF
  24. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A Sleep-and-Wake technique for reducing energy consumption in BitTorrent networks. Concurrency and Computation: Practice and Experience, vol. 32, n. 14, pp. e5723, 2020. BibTeXPDF
  25. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. ParSoDA: High-Level Parallel Programming for Social Data Mining. Social Network Analysis and Mining, vol. 9, n. 1, 2019. BibTeXPDF
  26. Loris Belcastro, Fabrizio Marozzo, Paolo Trunfio. A Scalable Middleware for Context-aware Mobile Applications. International Journal of Ad Hoc and Ubiquitous Computing, vol. 31, n. 2, pp. 112-122, 2019. BibTeXPDF
  27. Radwa El Shawi, Sherif Sakr, Domenico Talia, Paolo Trunfio. Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service. Big Data Research, vol. 14, pp. 1--11, 2018. BibTeX
  28. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data. ACM Transactions on Knowledge Discovery from Data, vol. 12, n. 3, pp. 27:1-27:22, 2018. BibTeXPDF
  29. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A Workflow Management System for Scalable Data Mining on Clouds. IEEE Transactions On Services Computing, vol. 11, n. 3, pp. 480-492, 2018. ISSN: 1939-1374 BibTeXPDF
  30. Eugenio Cesario, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. SMA4TD: A Social Media Analysis Methodology for Trajectory Discovery in Large-Scale Events. Online Social Networks and Media, vol. 3-4, pp. 49-62, 2017. BibTeXPDF
  31. Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio. Energy-Aware Task Allocation for Small Devices in Wireless Networks. Concurrency and Computation: Practice and Experience, Wiley InterScience, vol. 29, 2017. BibTeXPDF
  32. Fabrizio Marozzo, Francisco Rodrigo Duro, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio. A Data-aware Scheduling Strategy for Workflow Execution in Clouds. Concurrency and Computation: Practice and Experience, Wiley InterScience, vol. 29, n. 24, 2017. ISSN: 1532-0634 BibTeXPDF
  33. Carmela Comito, Domenico Talia, Paolo Trunfio. A Distributed Selectivity-driven Search Strategy for Semi-structured Data over DHT-based Networks. Journal of Parallel and Distributed Computing, Elsevier Science, vol. 93-94, pp. 10--29, 2016. BibTeXPDF
  34. Francisco Rodrigo Duro, Fabrizio Marozzo, Javier Garcia-Blas, Domenico Talia, Paolo Trunfio. Exploiting in-memory storage for improving workflow executions in Cloud platforms. Journal of Supercomputing, Springer, vol. 72, n. 11, pp. 4069-4088, 2016. BibTeXPDF
  35. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Using Scalable Data Mining for Predicting Flight Delays. ACM Transactions on Intelligent Systems and Technology, vol. 8, n. 1, pp. 5:1-5:20, 2016. BibTeXPDF
  36. Paolo Trunfio. A two-layer model for improving the energy efficiency of file sharing peer-to-peer networks. Concurrency and Computation: Practice and Experience, Wiley InterScience, vol. 27, n. 13, pp. 3166–-3183, 2015. BibTeXPDF
  37. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. JS4Cloud: Script-based Workflow Programming for Scalable Data Analysis on Cloud Platforms. Concurrency and Computation: Practice and Experience, Wiley InterScience , vol. 27, n. 17, pp. 5214--5237, 2015. BibTeXPDF
  38. Georges Da Costa, Thomas Fahringer, Juan-Antonio Rico-Gallego, Ivan Grasso, Atanas Hristov, Helen D. Karatza, Alexey Lastovetsky, Fabrizio Marozzo, Dana Petcu, Georgios L. Stavrinides, Domenico Talia, Paolo Trunfio, Hrachya Astsatryan. Exascale machines require new programming paradigms and runtimes. Supercomputing Frontiers and Innovations, vol. 2, n. 2, pp. 6--27, 2015. BibTeXPDF
  39. Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio. Efficient Allocation of Data Mining Tasks in Mobile Environments. Concurrent Engineering: Research and Applications, vol. 21, n. 3, pp. 197--207, 2013. BibTeX
  40. Eugenio Cesario, Marco Lackovic, Domenico Talia, Paolo Trunfio. Programming Knowledge Discovery Workflows in Service-Oriented Distributed Systems. Concurrency and Computation: Practice and Experience, Wiley InterScience, vol. 25, n. 10, pp. 1482--1504, 2013. BibTeXPDF
  41. Giuseppe Pirrò, Domenico Talia, Paolo Trunfio. A DHT-Based Semantic Overlay Network for Service Discovery. Future Generation Computer Systems, Elsevier Science, vol. 28, n. 4, pp. 689--707, 2012. BibTeXPDF
  42. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. P2P-MapReduce: Parallel data processing in dynamic Cloud environments. Journal of Computer and System Sciences, Elsevier Science, vol. 78, n. 5, pp. 1382--1402, 2012. BibTeXPDF
  43. Domenico Talia, Paolo Trunfio. Enabling dynamic querying over distributed hash tables. Journal of Parallel and Distributed Computing, Elsevier Science, vol. 70, n. 12, pp. 1254--1265, 2010. BibTeXPDF
  44. Domenico Talia, Paolo Trunfio. How Distributed Data Mining Tasks can Thrive as Knowledge Services. Communications of the ACM, vol. 53, n. 7, pp. 132--137, 2010. BibTeXPDF
  45. Domenico Talia, Paolo Trunfio, Oreste Verta. The Weka4WS framework for distributed data mining in service-oriented Grids. Concurrency and Computation: Practice and Experience, Wiley InterScience, vol. 20, n. 16, pp. 1933--1951, 2008. BibTeXPDF
  46. Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri. SIGMCC: a System for Sharing Meta Patient Records in a Peer-to-peer Environment. Future Generation Computer Systems, Elsevier Science, vol. 24, n. 3, pp. 222--234, 2008. BibTeXPDF
  47. Antonio Congiusta, Domenico Talia, Paolo Trunfio. Service-Oriented Middleware for Distributed Data Mining on the Grid. Journal of Parallel and Distributed Computing, Elsevier Science, vol. 68, n. 1, pp. 3--15, 2008. BibTeX
  48. Paolo Trunfio, Domenico Talia, Harris Papadakis, Paraskevi Fragopoulou, Matteo Mordacchini, Mika Pennanen, Konstantin Popov, Vladimir Vlassov, Seif Haridi. Peer-to-Peer resource discovery in Grids: Models and systems. Future Generation Computer Systems, Elsevier Science, vol. 23, n. 7, pp. 864--878, 2007. BibTeXPDF
  49. Antonio Congiusta, Domenico Talia, Paolo Trunfio. Distributed data mining services leveraging WSRF. Future Generation Computer Systems, Elsevier Science, vol. 23, n. 1, pp. 34--41, 2007. BibTeXPDF
  50. Domenico Talia, Paolo Trunfio. Adapting a Pure Decentralized Peer-to-Peer Protocol for Grid Services Invocation. Parallel Processing Letters, World Scientific Publishing Company, vol. 15, n. 1-2, pp. 67--84, 2005. BibTeXPDF
  51. Carmela Comito, Domenico Talia, Paolo Trunfio. Grid Services: principles, implementations and use. International Journal of Web and Grid Services, Inderscience Publishers, vol. 1, n. 1, pp. 48--68, 2005. BibTeX
  52. Mario Cannataro, Antonio Congiusta, Andrea Pugliese, Domenico Talia, Paolo Trunfio. Distributed data mining on grids: services, tools, and applications. IEEE Transactions on Systems, Man, and Cybernetics: Part B, IEEE Press, vol. 34, n. 6, pp. 2451--2465, 2004. BibTeX
  53. Carlo Mastroianni, Domenico Talia, Paolo Trunfio. Metadata for Managing Grid Resources in Data Mining Applications. Journal of Grid Computing, Kluwer Academic Publishers, vol. 2, n. 1, pp. 85--102, 2004. BibTeXPDF
  54. Domenico Talia, Paolo Trunfio. Toward a Synergy between P2P and Grids. IEEE Internet Computing, IEEE Press, vol. 7, n. 4, pp. 94--96, 2003. BibTeXPDF
  55. Antonio Congiusta, Andrea Pugliese, Domenico Talia, Paolo Trunfio. Designing Grid Services for Distributed Knowledge Discovery. Web Intelligence and Agent Systems, IOS Press, vol. 1, n. 2, pp. 91--104, 2003. BibTeX
  56. Mario Cannataro, Domenico Talia, Paolo Trunfio. Distributed Data Mining on the Grid. Future Generation Computer Systems, Elsevier Science, vol. 18, n. 8, pp. 1101--1112, 2002. BibTeX

Book chapters

  1. Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Shedding Light Inside the Black Box: Techniques for Explainable Artificial Intelligence in Healthcare. Explainable Machine Intelligence in Healthcare, pp. 57-72, 2025. BibTeX
  2. Cristian Cosentino, Fabrizio Marozzo, Paolo Trunfio. Infrastructures for High-Performance Computing: Cloud Computing Development Environments. Reference Module in Life Sciences, 2024. ISBN: 978-0-12-809633-8 BibTeXPDF
  3. Loris Belcastro, Fabrizio Marozzo, Paolo Trunfio. Infrastructures for High-Performance Computing: Cloud Computing. Reference Module in Life Sciences, Elsevier, 2024. ISBN: 978-0-12-809633-8 BibTeXPDF
  4. Angelos Bilas, Jesus Carretero, Toni Cortes, Javier Garcia-Blas, Pilar Gonzalez Ferez, Anastasios Papagiannis, Anna Queralt, Fabrizio Marozzo, Giorgos Saloustros, Ali Shoker, Domenico Talia, Paolo Trunfio. Data management techniques. Ultrascale Computing Systems, IET, pp. 85-126, 2019. BibTeXPDF
  5. Paolo Trunfio. Infrastructures for High-Performance Computing: Cloud Computing. Encyclopedia of Bioinformatics and Computational Biology, Elsevier, 2018. ISBN 978-0-12-809633-8 BibTeX
  6. Fabrizio Marozzo, Paolo Trunfio. Infrastructures for High-Performance Computing: Cloud Computing Development Environments. Encyclopedia of Bioinformatics and Computational Biology, Elsevier, 2018. ISBN 978-0-12-809633-8 BibTeXPDF
  7. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Big Data Analysis on Clouds. Handbook of Big Data Technologies, Springer, pp. 101-142, 2017. ISBN: 978-3-319-49339-8 BibTeXPDF
  8. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Implementing MapReduce Applications in Dynamic Cloud Environments. Cloud Computing: Principles, Systems and Applications, second edition, Springer, pp. 211-223, 2017. ISBN: 978-3-319-54645-2 BibTeXPDF
  9. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Cloud Services for Distributed Knowledge Discovery. Encyclopedia of Cloud Computing, Wiley-IEEE, pp. 774--785, 2016. ISBN 978-1-118-82197-8 BibTeXPDF
  10. Pragati Agrawal, Damien Borgetto, Carmela Comito, Georges Da Costa, Jean-Marc Pierson, Payal Prakash, Shrisha Rao, Domenico Talia, Cheikhou Thiam, Paolo Trunfio. Scheduling and Resource Allocation. Large Scale Distributed Systems and Energy Efficiency: A Holistic View, Wiley, pp. 225--260, 2015. ISBN 978-1-118-86463-0 BibTeX
  11. Marco Lackovic, Paolo Trunfio. A Service-Oriented Discovery Framework for Cooperating Smart Objects. Internet of Things Based on Smart Objects: Technology, Middleware and Applications, Springer, pp. 85--105, 2014. ISBN 978-3-319-00490-7 BibTeX
  12. Carmela Comito, Domenico Talia, Paolo Trunfio. An Energy Aware Framework for Mobile Data Mining. Energy Efficient Distributed Computing Systems, Wiley-IEEE Computer Society Press, 2012. ISBN 978-0-470-90875-4 BibTeX
  13. Eugenio Cesario, Marco Lackovic, Domenico Talia, Paolo Trunfio. A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid. Data Mining: Foundations and Intelligent Paradigms, Springer, vol. 24, pp. 57--75, 2012. ISBN 978-3-642-23240-4 BibTeX
  14. Domenico Talia, Paolo Trunfio. Mobile Data Mining on Small Devices Through Web Services. Mobile Intelligence: Mobile Computing and Computational Intelligence, John Wiley & Sons, pp. 264--276, 2010. ISBN 978-0-470-19555-0 BibTeXPDF
  15. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments. Cloud Computing: Principles, Systems and Applications, Springer, pp. 113--125, 2010. ISBN 978-1-84996-240-7 BibTeXPDF
  16. Marco Lackovic, Domenico Talia, Paolo Trunfio. A Framework for Composing Knowledge Discovery Workflows in Grids. Foundations of Computational Intelligence Vol 6: Data Mining Theoretical Foundations and Applications, Studies in Computational Intelligence, Springer, pp. 345--369, 2009. ISBN 978-3-642-01090-3 BibTeX
  17. Domenico Talia, Paolo Trunfio. Service-Oriented Architectures for Distributed and Mobile Knowledge Discovery. Next Generation of Data Mining, CRC Press, pp. 223--242, 2009. ISBN 978-1-4200-8586-0 BibTeX
  18. Eugenio Cesario, Antonio Congiusta, Domenico Talia, Paolo Trunfio. Data Analysis Services in the Knowledge Grid. Data Mining Techniques in Grid Computing Environments, Wiley-Blackwell, pp. 17--36, 2008. ISBN 978-0-470-51258-6 BibTeX
  19. Antonio Congiusta, Domenico Talia, Paolo Trunfio. Using Grids for Distributed Knowledge Discovery. Mathematical Methods for Knowledge Discovery and Data Mining, IGI Global, pp. 284--298, 2007. ISBN 978-1-59904-528-3 BibTeX
  20. Antonio Congiusta, Domenico Talia, Paolo Trunfio. A Visual Programming Environment for Developing Complex Grid Applications. Grid Computing: Software Environments and Tools, Springer, pp. 257--283, 2006. ISBN 1-85233-998-5 BibTeXPDF
  21. Mario Cannataro, Domenico Talia, Paolo Trunfio. Grids for Ubiquitous Computing and Ambient Intelligence. Ambient Intelligence, Wireless Networking, Ubiquitous Computing, Artech House, pp. 127--142, 2006. ISBN 1-58053-963-7 BibTeX
  22. Antonio Congiusta, Domenico Talia, Paolo Trunfio. Parallel and Grid-based Data Mining - Algorithms, models and systems for high-performance KDD. Data Mining and Knowledge Discovery Handbook, Springer, pp. 1017--1041, 2005. ISBN 0-387-24435-2 BibTeX
  23. Mario Cannataro, Antonio Congiusta, Carlo Mastroianni, Andrea Pugliese, Domenico Talia, Paolo Trunfio. Grid-Based data mining and knowledge discovery. Intelligent Technologies for Information Analysis, Springer, pp. 19--45, 2004. ISBN 3-540-40677-8 BibTeXPDF
  24. Mario Cannataro, Domenico Talia, Paolo Trunfio. Design of Distributed Data Mining Applications on the Knowledge Grid. Data Mining: Next Generation Challenges and Future Directions, MIT Press, pp. 67--88, 2004. ISBN 0-262-61203-8 BibTeX

Papers in conference proceedings

  1. Paolo Trunfio. Generating Simulation-Ready Models by Construction Using Performance-Driven Archetypes. 2026 Winter Simulation Conference (WSC), Glasgow, UK, December 6–9, 2026., 2026. BibTeX
  2. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Operational Digital Twin Instantiation for Edge-to-Cloud Service Platforms. IEEE Smart World Congress 2026 (IEEE SWC 2026), 2026. BibTeXPDF
  3. Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Neural Topic Modeling in Social Media by Clustering Latent Hashtag Representations. 28th European Conference on Artificial Intelligence (ECAI-2025), pp. 146 - 153, 2025. BibTeX
  4. Loris Belcastro, Nicola Gabriele, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, RosaM. Badia, Francesc Lordan. Federated Learning in the Edge-Cloud Continuum: A Task-Based Approach with Colony. Euro-Par Workshops, pp. 19-31, 2025. BibTeX
  5. Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. Advancing Green and Fair AI: A Research Perspective on Environmental and Social Sustainability. 5th National Conference on Artificial Intelligence (Ital-IA 2025), 2025. BibTeX
  6. Loris Belcastro, Paolo Ferragina, Giovanni Manzini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Scalable Compression of Massive Data Collections on HPC Systems. International European Conference on Parallel and Distributed Computing (Euro-Par 2025), pp. 321--334, 2025. BibTeXPDF
  7. Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo, Aleandro Presta, Paolo Trunfio. Empowering Efficient Drone Monitoring with Low-Latency Edge-Cloud Continuum Platforms. 33rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2025), pp. 333-340, 2025. BibTeXPDF
  8. Domenico Talia, Paolo Trunfio. Programming Tools for High-Performance Data Analysis. Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2024), ACM Press, pp. 352--355, 2024. ISBN 979-8-4007-0413-0 BibTeXPDF
  9. Marco Aldinucci, Elena Maria Baralis, Valeria Cardellini, Iacopo Colonnelli, Marco Danelutto, Sergio Decherchi, Giuseppe Di Modica, Luca Ferrucci, Marco Gribaudo, Francesco Iannone, Marco Lapegna, Doriana Medic, Giuseppa Muscianisi, Francesca Righetti, Eva Sciacca, Nicola Tonellotto, Mauro Tortonesi, Paolo Trunfio, Tullio Vardanegha. A Systematic Mapping Study of Italian Research on Workflows. Proceedings of the 19th Workshop on Workflows in Support of Large-Scale Science (Works 2023), ACM Press, pp. 2065--2076, 2023. ISBN 979-8-4007-0785-8 BibTeXPDF
  10. Fabrizio Marozzo, Alessio Orsino, Paolo Trunfio, Domenico Talia. Scaling machine learning at the edge-cloud: a distributed computing perspective. 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), pp. 761-767, 2023. BibTeXPDF
  11. Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility. 31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2023), pp. 338-344, 2023. BibTeXPDF
  12. Javier Garcia-Blas, Javier Fernandez, Jesus Carretero, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Daniel Martin de Blas, Alberto Fernandez-Pena. Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model. IEEE 34th International Symposium on Computer Architecture and High Performance Computing, pp. 130-139, 2022. BibTeXPDF
  13. Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. Edge Computing Solutions for Distributed Machine Learning. IEEE International Conference on Cloud and Big Data Computing (CBDCom), pp. 1-8, 2022. BibTeXPDF
  14. Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Martina Passarelli, Paolo Trunfio. A visual tool for reducing returns in e-commerce platforms. 6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021), pp. 474-479, 2021. BibTeXPDF
  15. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Cloud computing for enabling Big Data analysis. The 10th International Conference on Cloud Computing and Services Science (CLOSER 2020), pp. 84-109, 2021. ISBN 978-3-030-72369-9 BibTeXPDF
  16. Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Javier Garcia-Blas, David Del Rio, Philippe Couvée, Gael Goret, Lionel Vincent, Alberto Fernàndez-Pena, Daniel Martin de Blas, Mirko Nardi, Teresa Pizzuti, Adrian Spataru, Marek Justyna. A Novel Data-Centric Programming Model for Large-Scale Parallel Systems. Euro-Par 2019: Parallel Processing Workshops, pp. 452-463, 2020. ISBN: 978-3-030-48339-5 BibTeXPDF
  17. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A High-Level Programming Library for Mining Social Media on HPC Systems. Post-Proc. of the High Performance Computing Workshop 2018, Cetraro, Italy, Advances in Parallel Computing, IOS Press, vol. 34, pp. 3-21, 2019. BibTeXPDF
  18. Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Discovering Political Polarization on Social Media: A Case Study. 15th International Conference on Semantics, Knowledge and Grids (SKG), pp. 182-189, 2019. BibTeXPDF
  19. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Developing a Cloud-based Algorithm for Analyzing the Polarization of Social Media Users. 5th International Symposium, ALGOCLOUD 2019, pp. 15-24, 2019. BibTeXPDF
  20. Fabrizio Marozzo, Francesco Marzano, Domenico Talia, Paolo Trunfio. BitTorrentSW: A Sleep-and-Wake approach to reduce energy consumption in BitTorrent networks. The 2018 International Conference on High Performance Computing & Simulation (HPCS 2018), pp. 144-150, 2018. BibTeXPDF
  21. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Appraising SPARK on Large-Scale Social Media Analysis. Euro-Par Workshops, pp. 483-495, 2017. ISBN: 978-3-319-75178-8 BibTeXPDF
  22. Claudia Diamantini, Laura Genga, Fabrizio Marozzo, Domenico Potena, Paolo Trunfio. Discovering Mobility Patterns of Instagram Users through Process Mining Techniques. IEEE International Conference on Information Reuse and Integration, pp. 485-492, 2017. ISBN 978-1-5386-1562-1 BibTeXPDF
  23. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A Parallel Library for Social Media Analytics. The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), pp. 683--690, 2017. ISBN 978-1-5386-3250-5 BibTeXPDF
  24. Fabrizio Marozzo, Francisco Rodrigo Duro, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio. Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows. The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), pp. 699--706, 2017. ISBN 978-1-5386-3250-5 BibTeXPDF
  25. Loris Belcastro, Giulio Di Lieto, Marco Lackovic, Fabrizio Marozzo, Paolo Trunfio. Geocon: A Middleware for Location-aware Ubiquitous Applications. Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016), pp. 234-243, 2016. ISBN: 978-3-319-49956-7 BibTeXPDF
  26. Fabrizio Marozzo, Francisco Rodrigo Duro, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio. A Data-Aware Scheduling Strategy for DMCF workflows over Hercules. Proc. of the Third International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2016), pp. 37-44, 2016. ISBN 978-84-617-7450-0 BibTeXPDF
  27. Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Domenico Talia, Paolo Trunfio. Nubytics: Scalable Cloud Services for Data Analysis and Prediction. 2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016), pp. 1-6, 2016. ISBN: 978-1-5090-1131-5 BibTeXPDF
  28. Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio. Analyzing Social Media Data to Discover Mobility Patterns at EXPO 2015: Methodology and Results. The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), pp. 230-237, 2016. ISBN: 978-1-5090-2088-1 BibTeXPDF
  29. Francisco Rodrigo Duro, Fabrizio Marozzo, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio. Evaluating data caching techniques in DMCF workflows using Hercules. Proc. of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015), pp. 69-76, 2015. ISBN: 978-84-608-2581-4 BibTeXPDF
  30. Eugenio Cesario, Chiara Congedo, Fabrizio Marozzo, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio, Carlo Turri. Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014. Proc. of the 2nd IEEE Conference on Spatial Data Mining and Geographical Knowledge Services, pp. 33--38, 2015. ISBN 978-1-4799-7748-2 BibTeXPDF
  31. Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Programming Visual and Script-based Big Data Analytics Workflows on Clouds. Post-Proc. of the High Performance Computing Workshop 2014, IOS Press, vol. 26, pp. 18--31, 2015. ISBN: 978-1-61499-582-1 BibTeXPDF
  32. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A Workflow-oriented Language for Scalable Data Analytics. Proc. of the First International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2014), pp. 7--12, 2014. ISBN 978-84-617-2251-8 BibTeXPDF
  33. Gianluigi Folino, Francesco Pisani, Paolo Trunfio. Efficient Discovery of Data Mining Services over DHT-based Overlays. Proc. of the 12th Int. Conference on High Performance Computing and Simulation (HPCS 2014), IEEE Computer Society Press, pp. 484--490, 2014. ISBN 978-1-4799-5312-7 BibTeX
  34. Salvatore Corigliano, Paolo Trunfio. Exploiting Sleep-and-Wake Strategies in the Gnutella Network. Proc. of the 15th Int. Conference on Collaboration Technologies and Systems (CTS 2014), IEEE Computer Society Press, pp. 406--412, 2014. ISBN 978-1-4799-5158-1 BibTeXPDF
  35. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Scalable Script-based Data Analysis Workflows on Clouds. Proc. of the 8th Workshop on Workflows in Support of Large-Scale Science (WORKS 2013), ACM Press, pp. 124--133, 2013. ISBN 978-1-4503-2502-8 BibTeXPDF
  36. Giancarlo Fortino, Marco Lackovic, Wilma Russo, Paolo Trunfio. A Discovery Service for Smart Objects over an Agent-Based Middleware. Proc. of the 6th International Conference on Internet and Distributed Computing Systems (IDCS 2013), Springer, vol. 8223, pp. 281-293, 2013. ISBN 978-3-642-41427-5 BibTeX
  37. Giuseppe Agapito, Mario Cannataro, Pietro Hiram Guzzi, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud. Proc. of the ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics 2013 (ACM BCB 2013), ACM Press, pp. 468, 2013. ISBN 978-1-4503-2434-2 BibTeXPDF
  38. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A Cloud Framework for Big Data Analytics Workflows on Azure. Post-Proc. of the High Performance Computing Workshop 2012, IOS Press, vol. 23, pp. 182--191, 2013. ISBN 978-1-61499-321-6 BibTeXPDF
  39. Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio. A distributed allocation strategy for data mining tasks in mobile environments. Proc. of the 6th International Symposium on Intelligent Distributed Computing (IDC 2012), Springer, vol. 446, pp. 231--240, 2012. ISBN 978-3-642-32524-3 BibTeXPDF
  40. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Using Clouds for Scalable Knowledge Discovery Applications. Euro-Par Workshops, vol. 7640, pp. 220-227, 2012. ISBN: 978-3-642-36949-0 BibTeXPDF
  41. Gabriele Falace, Paolo Trunfio. An Evaluation of Sampling Algorithms for Estimating the Size of a Chord Network. Proc. of the 10th Int. Conference on High Performance Computing and Simulation (HPCS 2012), IEEE Computer Society Press, pp. 329--335, 2012. ISBN 978-1-4673-2359-8 BibTeXPDF
  42. Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio. Energy Efficient Task Allocation over Mobile Networks. Proc. of the 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011), IEEE Computer Society Press, pp. 380--387, 2011. ISBN 978-1-4673-0006-3 BibTeXPDF
  43. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A Cloud Framework for Parameter Sweeping Data Mining Applications. Proc. of the 3rd IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2011), IEEE Computer Society Press, pp. 367--374, 2011. ISBN 978-0-7695-4622-3 BibTeXPDF
  44. Carmela Comito, Domenico Talia, Paolo Trunfio. An Energy-Aware Clustering Scheme for Mobile Applications. Proc. of the 11th IEEE International Conference on Computer and Information Technology (CIT 2011), IEEE Computer Society Press, pp. 15-22, 2011. ISBN 978-1-4577-0383-6 BibTeXPDF
  45. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. A Framework for Managing MapReduce Applications in Dynamic Distributed Environments. Proc. of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011), IEEE Computer Society Press, pp. 149--158, 2011. ISBN 978-0-7695-4328-4 BibTeXPDF
  46. Eugenio Cesario, Marco Lackovic, Domenico Talia, Paolo Trunfio. Service-Oriented Data Analysis in Distributed Computing Systems. Post-Proc. of the High Performance Computing Workshop 2010, IOS Press, vol. 20, pp. 225--245, 2011. ISBN 978-1-60750-802-1 BibTeX
  47. Carmela Comito, Domenico Talia, Paolo Trunfio. Selectivity-based XML query processing in structured peer-to-peer networks. Proc. of the 14th Int. Database Engineering and Applications Symposium (IDEAS 2010), ACM Int. Conf. Proc. Series , pp. 236--244, 2010. ISBN 978-1-60558-900-8 BibTeX
  48. Sahar Saberi, Paolo Trunfio, Domenico Talia, Mehdi N. Fesharaki, Kambiz Badie. Using Social Network and Semantic Overlay Network Approaches to Share Knowledge in Distributed Data Mining Scenarios. Proc. of the 8th Int. Conference on High Performance Computing and Simulation (HPCS 2010), IEEE Computer Society Press, pp. 536-544, 2010. ISBN 978-1-4244-6827-0 BibTeX
  49. Giuseppe Pirrò, Paolo Trunfio, Domenico Talia, Paolo Missier, Carole Goble. ERGOT: A Semantic-based System for Service Discovery in Distributed Infrastructures. Proc. of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010), IEEE Computer Society Press, pp. 263--272, 2010. ISBN 978-0-7695-4039-9 BibTeX
  50. Harris Papadakis, Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou. An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service. Proc. of the CoreGrid-ERCIM-Working-Group Workshop on Grids, P2P and Services Computing 2009, in conjunction with EuroPar 2009, Springer, pp. 59--72, 2010. ISBN 978-1-4419-6793-0 BibTeX
  51. Domenico Talia, Paolo Trunfio. Using Peer-to-Peer Dynamic Querying in Grid Information Services. Post-Proc. of the High Performance Computing Workshop 2008, IOS Press, vol. 14, pp. 109--126, 2010. ISBN 978-1-60750-073-5 BibTeX
  52. Giuseppe Pirrò, Paolo Missier, Paolo Trunfio, Domenico Talia, Gabriele Falace, Carole Goble. Combining DHTs and SONs for Semantic-Based Service Discovery. Proc. of the 9th International Conference on Intelligent Systems Design and Applications (ISDA'09), IEEE Computer Society Press, pp. 902--907, 2009. ISBN 978-0-7695-3872-3 BibTeX
  53. Marco Lackovic, Domenico Talia, Paolo Trunfio. A Service-Oriented Framework for Executing Data Mining Workflows on Grids. Proc. of the 4th International Workshop on Workflow Management (ICWM2009), in conjunction with GPC'09, IEEE Computer Society Press, pp. 72--79, 2009. ISBN 978-0-7695-3677-4 BibTeX
  54. Marco Lackovic, Domenico Talia, Paolo Trunfio. Service Oriented KDD: A Framework for Grid Data Mining Workflows. Proc. of the 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08, IEEE Computer Society Press, pp. 496--505, 2008. ISBN 978-0-7695-3503-6 BibTeX
  55. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Adapting MapReduce for Dynamic Environments Using a Peer-to-Peer Model. Proc. of the First Workshop on Cloud Computing and its Applications (CCA 2008), 2008. BibTeXPDF
  56. Domenico Talia, Paolo Trunfio. Dynamic Querying in Structured Peer-to-Peer Networks. Proc. of the 19th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM 2008), Springer, vol. 5273, pp. 28--41, 2008. ISBN 978-3-540-85999-4 BibTeXPDFSlides
  57. Paolo Trunfio, Domenico Talia, Ali Ghodsi, Seif Haridi. Implementing Dynamic Querying Search in k-ary DHT-based Overlays. Proc. of the CoreGRID Integration Workshop 2008, Springer, pp. 275--286, 2008. ISBN 978-0-387-09456-4 BibTeXPDF
  58. Gabriel Antoniu, Antonio Congiusta, Sébastien Monnet, Domenico Talia, Paolo Trunfio. Peer-to-Peer Metadata Management for Knowledge Discovery Applications in Grids. Proc. of the CoreGRID Workshop on Grid Middleware 2007, Springer, pp. 219--233, 2008. ISBN 978-0-387-78445-8 BibTeX
  59. Harris Papadakis, Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou. Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System. Proc. of the Joint CoreGRID Workshop on Making Grids Work 2007, Springer, pp. 89--101, 2008. ISBN 978-0-387-78447-2 BibTeX
  60. Domenico Talia, Paolo Trunfio, Jingdi Zeng, Mikael Högqvist. A Peer-to-Peer Framework for Resource Discovery in Large-Scale Grids. Proc. of the CoreGRID Integration Workshop 2006, Springer, pp. 123--137, 2008. ISBN 978-0-387-72811-7 BibTeX
  61. Domenico Talia, Paolo Trunfio. How Distributed Data Mining Tasks can Thrive as Services on Grids. Proc. of National Science Foundation Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM'07), 2007. BibTeX
  62. Antonio Congiusta, Domenico Talia, Paolo Trunfio. Open Source in Grid Computing: Current State and Perspectives. Proc. of the Italian Conference on Free Software 2007, pp. 230--239, 2007. BibTeX
  63. Domenico Talia, Paolo Trunfio, Jingdi Zeng. Peer-to-Peer Models for Resource Discovery in Large-scale Grids: A Scalable Architecture. Proc. of the 7th International Conference on High Performance Computing in Computational Sciences (Vecpar 2006) - Revised Selected Papers, Springer, vol. 4395, pp. 66--78, 2007. ISBN 978-3-540-71350-0 BibTeXPDF
  64. Antonio Congiusta, Domenico Talia, Paolo Trunfio. WSRF-Based Services for Distributed Data Mining. Proc. of the Workshop on Knowledge and Data Management in Grids 2005, Springer, pp. 203--220, 2007. ISBN 978-0-387-37830-5 BibTeX
  65. Antonio Congiusta, Domenico Talia, Paolo Trunfio. Service-Oriented Knowledge Discovery in Grids. Proc. of the Workshop on Grid Technologies for Knowledge-Based Industries and Businesses, co-located with IST 2006, 2006. BibTeX
  66. Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri, Giuseppe Zarola. Querying XML-based Electronic Patient Records in a Peer-to-Peer Environment. Proc. of the 14th Italian Symposium on Advanced Database Systems (SEBD 2006), pp. 361--372, 2006. ISBN 88-6068-018-2 BibTeX
  67. Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri, Giuseppe Zarola. A Peer-to-Peer Infrastructure for Sharing Electronic Patient Records. Proc. of the Workshop on the Use of P2P, GRID and Agents for the Development of Content Distribution Networks (UPGRADE-CDN 2006), pp. 48--53, 2006. BibTeX
  68. Domenico Talia, Paolo Trunfio, Oreste Verta. WSRF Services for Composing Distributed Data Mining Applications on Grids: Functionality and Performance. Proc. of the 4th International Conference on Computational Science and its Applications (ICCSA 2006), Springer, vol. 3980, pp. 1080-1089, 2006. ISBN 3-540-34070-X BibTeXPDF
  69. Antonio Congiusta, Domenico Talia, Paolo Trunfio. On Designing and Composing Grid Services for Distributed Data Mining. Proc. of the Workshop on Future Generation Grids 2004, Springer, pp. 113--132, 2006. ISBN 0-387-27935-0 BibTeX
  70. Antonio Congiusta, Domenico Talia, Paolo Trunfio. Design of Knowledge Discovery Services Using the WS-Resource Framework. CoreGRID Integration Workshop 2005, pp. 11--20, 2005. BibTeX
  71. Domenico Talia, Paolo Trunfio, Oreste Verta. Weka4WS: A WSRF-Enabled Weka Toolkit for Distributed Data Mining on Grids. Proc. of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), Springer, vol. 3721, pp. 309--320, 2005. ISBN 3-540-29244-6 BibTeXPDF
  72. Domenico Talia, Paolo Trunfio. Peer-to-Peer Protocols and Grid Services for Resource Discovery on Grids. Post-Proc. of the High Performance Computing Workshop 2004, Elsevier Science, vol. 14, pp. 83--103, 2005. ISBN 0-444-51999-8 BibTeXPDF
  73. Domenico Talia, Paolo Trunfio. A P2P Grid Services-Based Protocol: Design and Evaluation. Proc. of the 10th European Conference on Parallel Computing (EuroPar 2004), Springer, vol. 3149, pp. 1022--1031, 2004. ISBN 3-540-22924-8 BibTeXPDF
  74. Domenico Talia, Paolo Trunfio. Web Services for Peer-to-Peer Resource Discovery on the Grid. Sixth Thematic Workshop of the EU Network of Excellence DELOS, pp. 73--84, 2004. ISBN 88-87331-60-X BibTeX
  75. Antonio Congiusta, Carlo Mastroianni, Andrea Pugliese, Domenico Talia, Paolo Trunfio. Enabling Knowledge Discovery Services on Grids. Proc. of the 2nd European AcrossGrids Conference (AxGrids 2004), Springer, vol. 3165, pp. 250--259, 2004. ISBN 3-540-22888-8 BibTeX
  76. Mario Cannataro, Carlo Mastroianni, Domenico Talia, Paolo Trunfio. Evaluating and Enhancing the Use of the GridFTP Protocol for Efficient Data Transfer on the Grid. Proc. of the 10th European PVM/MPI Conference (PVM/MPI 2003), Springer, vol. 2840, pp. 619--628, 2003. ISBN 3-540-20149-1 BibTeXPDF
  77. Antonio Congiusta, Domenico Talia, Paolo Trunfio. VEGA: A Visual Environment for Developing Complex Grid Applications. Proc. of the First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003), pp. 56--66, 2003. ISBN 0-9734039-0-X BibTeXPDF
  78. Carlo Mastroianni, Domenico Talia, Paolo Trunfio. Managing Heterogeneous Resources in Data Mining Applications on Grids Using XML-Based Metadata. Proc. of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), IEEE Computer Society Press, 2003. ISBN 0-7695-1926-1 BibTeXPDF
  79. Mario Cannataro, Domenico Talia, Paolo Trunfio. Design of Distributed Data Mining Applications on the Knowledge Grid. Proc. of the National Science Foundation Workshop on Next Generation Data Mining (NGDM'02), pp. 191--195, 2002. BibTeX
  80. Mario Cannataro, Antonio Congiusta, Domenico Talia, Paolo Trunfio. A data mining toolset for distributed high-performance platforms. Proc. of the 3rd International Conference on Data Mining Methods and Databases for Engineering, Finance and Others Fields (Data Mining 2002), WIT Press, pp. 41--50, 2002. ISBN 1-85312-925-9 BibTeXPDF
  81. Mario Cannataro, Antonella Guzzo, Andrea Pugliese, Paolo Trunfio. Web-based Knowledge Management in Public Administration: the RISI-Arianna Experience. Proc. of the W3C Conference EuroWeb 2001, Felici Editore, pp. 301--306, 2001. ISBN 88-88327-33-9 BibTeX
  82. Mario Cannataro, Domenico Talia, Paolo Trunfio. KNOWLEDGE GRID: High Performance Knowledge Discovery Services on the Grid. Proc. of the 2nd International Workshop on Grid Computing (GRID 2001), Springer, vol. 2242, pp. 38--50, 2001. ISBN 3-540-42949-2 BibTeXPDF

Other publications and technical reports

  1. Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio. Scheduling Data Mining Applications in Mobile Computing Environments. ERCIM News, n. 93, pp. 15--16, 2013. BibTeX
  2. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Large-Scale Data Analysis on Cloud Systems. ERCIM News, n. 89, pp. 26--27, 2012. BibTeXPDF
  3. Carmela Comito, Domenico Talia, Paolo Trunfio. Improving Energy Efficiency of Mobile Applications Through Network Clustering. Proc. of the COST Action IC0804 on Large Scale Distributed Systems - 2nd Year, pp. 112--116, 2011. ISBN 978-2-917490-18-1 BibTeX
  4. Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures. ERCIM News, n. 83, pp. 44-45, 2010. BibTeXPDF
  5. Adriana Iamnitchi, Paolo Trunfio, Jonathan Ledlie, Florian Schintke. Peer-to-Peer Computing. Proc. of the 16th European Conference on Parallel Computing (EuroPar 2010), Springer, vol. 6271, pp. 444--445, 2010. Topic introduction - ISBN 978-3-642-15276-4 BibTeX
  6. Antonio Congiusta, Domenico Talia, Paolo Trunfio. Parallel and Grid-based Data Mining - Algorithms, models and systems for high-performance KDD. Data Mining and Knowledge Discovery Handbook, second edition, Springer, pp. 1009--1028, 2010. ISBN 978-0-387-09822-7. Originally appeared in Data Mining and Knowledge Discovery Handbook, first edition, 2005 BibTeX
  7. Carmela Comito, Domenico Talia, Paolo Trunfio. A Distributed Architecture for Energy-Efficient Data Mining over Mobile Devices. Proc. of the COST Action IC0804 on Large Scale Distributed Systems - 1st Year, pp. 28--31, 2010. ISBN 978-2-917490-10-5 BibTeX
  8. Harris Papadakis, Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou. An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service. CoreGRID Network of Excellence - Research Topic Self-* and adaptive mechanisms, n. TR-0179, 2009. BibTeX
  9. Giuseppe Pirrò, Domenico Talia, Paolo Trunfio, Paolo Missier, Carole Goble. ERGOT: Combining DHTs and SONs for Semantic-Based Service Discovery on the Grid. Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence, n. TR-0177, 2008. BibTeX
  10. Artur Andrzejak, Carlo Mastroianni, Paraskevi Fragopoulou, Derrick Kondo, Paul Malecot, Alexander Reinefeld, Florian Schintke, T. Schütt, George-Cosmin Silaghi, Luis Moura Silva, Paolo Trunfio, Demetris Zeinalipour-Yazti, Eugenio Zimeo. Grid Architectural Issues: State-of-the-art and Future Trends. Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence, n. WHP-0004, 2008. BibTeX
  11. Paolo Trunfio, Domenico Talia, Ali Ghodsi, Seif Haridi. Implementing Dynamic Querying Search in k-ary DHT-based Overlays. Pre-Proc. of the CoreGRID Integration Workshop 2008, pp. 253–-264, 2008. ISBN 978-960-524-260-2 BibTeX
  12. Paolo Trunfio, Domenico Talia, Ali Ghodsi, Seif Haridi. Implementing Dynamic Querying Search in k-ary DHT-based Overlays. Institute on Architectural issues: scalability, dependability, adaptability, CoreGRID - Network of Excellence, n. TR-0119, 2007. BibTeX
  13. Eugenio Cesario, Antonio Congiusta, Domenico Talia, Paolo Trunfio. Designing data analysis services in the Knowledge Grid. Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, n. TR-0118, 2007. BibTeX
  14. Harris Papadakis, Paraskevi Fragopoulou, Paolo Trunfio, Domenico Talia. Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System. Institute on Architectural issues: scalability, dependability, adaptability, CoreGRID - Network of Excellence, n. TR-0105, 2007. BibTeX
  15. Antonio Congiusta, Paolo Trunfio, Sébastien Monnet. Peer-to-Peer Metadata Management for Knowledge Discovery Applications in Grids. Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, n. TR-0083, 2007. BibTeX
  16. Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri, Giovanni Zarola. Sharing Electronic Patient Records Using A Peer-to-Peer Infrastructure. Proc. of the 11th World Congress on Internet in Medicine (Mednet 2006), 2006. Abstract BibTeX
  17. Domenico Talia, Paolo Trunfio, Jingdi Zeng, Mikael Högqvist. A Peer-to-Peer Framework for Resource Discovery in Large-scale Grids. Pre-Proc. of the CoreGRID Integration Workshop 2006, pp. 249--260, 2006. ISBN 83-915141-6-1 BibTeX
  18. Salvatore Orlando, Raffaele Perego, Claudio Silvestri, Antonio Congiusta, Domenico Talia, Paolo Trunfio. Algorithms and frameworks for stream mining and knowledge discovery on Grids. Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, n. TR-0046, 2006. BibTeX
  19. Domenico Talia, Paolo Trunfio, Salvatore Orlando, Raffaele Perego, Claudio Silvestri. Systems and techniques for distributed and stream data mining. Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, n. TR-0045, 2006. BibTeX
  20. Domenico Talia, Paolo Trunfio, Jingdi Zeng, Mikael Högqvist. A DHT-based Peer-to-Peer Framework for Resource Discovery in Grids. Institute on System Architecture, CoreGRID - Network of Excellence, n. TR-0048, 2006. BibTeX
  21. Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou, Harris Papadakis, Matteo Mordacchini, Mika Pennanen, Konstantin Popov, Vladimir Vlassov, Seif Haridi. Peer-to-Peer Models for Resource Discovery on Grids. Institute on System Architecture, CoreGRID - Network of Excellence, n. TR-0028, 2006. BibTeX
  22. Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou, Harris Papadakis, Matteo Mordacchini, Mika Pennanen, Konstantin Popov, Vladimir Vlassov, Seif Haridi. Peer-to-Peer Models for Resource Discovery on Grids. Proc. of the 2nd CoreGRID Workshop on Grid and Peer to Peer Systems Architecture, 2006. BibTeX
  23. Mario Cannataro, Carmela Comito, Antonio Congiusta, Carlo Mastroianni, Andrea Pugliese, Domenico Talia, Paolo Trunfio, Pierangelo Veltri. Architecture, Metadata and Ontologies in the Knowledge Grid. Proc. of the 1st IST Workshop on Metadata Management in Grid and P2P Systems: Models, Services and Architectures (MMGPS 2003), vol. 95, 2003. ISSN 1613-0073 BibTeX
  24. Domenico Talia, Paolo Trunfio. Toward a synergy between P2P and grids. IEEE Distributed Systems Online, vol. 4, n. 7, 2003. Originally appeared in IEEE Internet Computing vol. 7, n. 4, pp. 94-96 BibTeX
  25. Mario Cannataro, Domenico Talia, Paolo Trunfio. The Knowledge Grid: Towards an Architecture for Knowledge Discovery on the Grid. Proc. of the 1st EuroGlobus Workshop, 2001. Abstract BibTeXPDF