Publications by Paolo Trunfio

Sort by: [Type] [Year]

Download: [BibTex] [Text]

    Books

  1. D. Talia, P. Trunfio, F. Marozzo, L. Belcastro, R. Cantini, A. Orsino, Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs, World Scientific, 2024. Note: ISBN: 978-1-80061-504-5.

  2. D. Talia, P. Trunfio, F. Marozzo, Data Analysis in the Cloud: Models, Techniques and Applications, Elsevier, 2015. Note: ISBN 978-0-12-802881-0.

  3. D. Talia, P. Trunfio, Service-oriented distributed knowledge discovery, Chapman and Hall/CRC, 2012. Note: ISBN 978-1-4398-7531-5.


    4. Edited books and proceedings

  4. G. Fortino, P. Trunfio (Editors), Internet of Things Based on Smart Objects: Technology, Middleware and Applications, Springer, 2014. Note: ISBN 978-3-319-00490-7.


    5. Papers in journals

  5. R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. 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.

  6. L. Belcastro, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Navigating the edge-cloud continuum: A state-of-practice survey". IEEE Access, vol. 14, pp. 40622-40647, 2026.

  7. R. Cantini, C. Cosentino, F. Marozzo, D. Talia, P. 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.

  8. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Detecting mental disorder on social media: a ChatGPT-augmented explainable approach". Online Social Networks and Media, vol. 48, pp. 100321, 2025.

  9. R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, R. Badia, J. Ejarque, F. Vazquez-Novoa, "Block size estimation for data partitioning in HPC applications using machine learning techniques". Journal of Big Data, vol. 11, n. 19, 2024.

  10. L. Belcastro, S. Giampà, F. Marozzo, D. Talia, P. Trunfio, R. Badia, J. Ejarque, N. Mammadli, "Boosting HPC Data Analysis Performance with the ParSoDA-Py Library". Journal of Supercomputing, 2024.

  11. D. Talia, P. Trunfio, "Urgent Computing for Protecting People From Natural Disasters". Computer, vol. 56, n. 4, pp. 131-134, April 2023.

  12. L. Belcastro, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Edge-cloud continuum solutions for urban mobility prediction and planning". IEEE Access, vol. 11, pp. 38864-38874, 2023.

  13. L. Belcastro, D. Carbone, C. Cosentino, F. Marozzo, P. Trunfio, "Enhancing Cryptocurrency Price Forecasting: Integrating Machine Learning with Social Media and Market Data". Algorithms, n. 12, 2023.

  14. R. Cantini, F. Marozzo, G. Bruno, P. 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.

  15. L. Belcastro, R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Programming Big Data Analysis: Principles and Solutions". Journal of Big Data, vol. 9, n. 4, 2022.

  16. R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Analyzing Political Polarization on Social Media by Deleting Bot Spamming". Big Data and Cognitive Computing, vol. 1, n. 6, 2022.

  17. J. Ejarque, R. Badia, L. Albertin, G. Aloisio, E. Baglione, Y. Becerra, S. Boschert, J. Berlin, A. D'Anca, D. Elia, F. Exertier, S. Fiore, J. Flich, A. Folch, S. Gibbons, N. Koldunov, F. Lordan, S. Lorito, F. Lovholt, J. Macias, F. Marozzo, A. Michelini, M. Monterrubio-Velasco, M. Pienkowska, J. De la Puente, A. Queralt, E. Quintana-Ortí, J. Rodríguez, F. Romano, R. Rossi, J. Rybicki, M. Kupczyk, J. Selva, D. Talia, R. Tonini, P. Trunfio, M. Volpe, "Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence". Future Generation Computer Systems, 2022.

  18. L. Belcastro, F. Branda, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Analyzing voter behavior on social media during the 2020 US presidential election campaign". Social Network Analysis and Mining, 2022.

  19. L. Belcastro, M. Kechadi, F. Marozzo, L. Pastore, D. Talia, P. Trunfio, "Parallel extraction of Regions-of-Interest from social media data". Concurrency and Computation: Practice and Experience, vol. 33, n. 8, pp. e5638, 2021.

  20. S. Giampà, L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A data-aware scheduling strategy for executing large-scale distributed workflows". IEEE Access, vol. 9, pp. 47354-47364, 2021. Note: ISSN: 2169-3536.

  21. R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines". Future Internet, vol. 13, n. 5, 2021.

  22. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, F. Branda, T. Palpanas, M. Imran, "Using Social Media for Sub-Event Detection during Disasters". Journal of Big Data, vol. 8, n. 79, 2021.

  23. R. Cantini, F. Marozzo, S. Mazza, D. Talia, P. Trunfio, "A Weighted Artificial Bee Colony Algorithm for Influence Maximization". Online Social Networks and Media, vol. 26, pp. 100167, 2021.

  24. F. Marozzo, D. Talia, P. 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.

  25. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Learning Political Polarization on Social Media using Neural Networks". IEEE Access, vol. 8, n. 1, pp. 47177-47187, 2020.

  26. L. Belcastro, F. Marozzo, P. 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.

  27. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "ParSoDA: High-Level Parallel Programming for Social Data Mining". Social Network Analysis and Mining, vol. 9, n. 1, 2019.

  28. F. Marozzo, D. Talia, P. Trunfio, "A Workflow Management System for Scalable Data Mining on Clouds". IEEE Transactions On Services Computing, vol. 11, n. 3, pp. 480-492, 2018. Note: ISSN: 1939-1374.

  29. L. Belcastro, F. Marozzo, D. Talia, P. 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.

  30. R. El Shawi, S. Sakr, D. Talia, P. Trunfio, "Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service". Big Data Research, vol. 14, pp. 1--11, 2018.

  31. E. Cesario, F. Marozzo, D. Talia, P. 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, October 2017.

  32. C. Comito, D. Falcone, D. Talia, P. Trunfio, "Energy-Aware Task Allocation for Small Devices in Wireless Networks". Concurrency and Computation: Practice and Experience, vol. 29, Wiley InterScience, January 2017.

  33. F. Marozzo, F. Rodrigo Duro, J. Garcia Blas, J. Carretero, D. Talia, P. Trunfio, "A Data-aware Scheduling Strategy for Workflow Execution in Clouds". Concurrency and Computation: Practice and Experience, vol. 29, n. 24, Wiley InterScience, 2017. Note: ISSN: 1532-0634.

  34. C. Comito, D. Talia, P. Trunfio, "A Distributed Selectivity-driven Search Strategy for Semi-structured Data over DHT-based Networks". Journal of Parallel and Distributed Computing, vol. 93-94, pp. 10--29, Elsevier Science, June 2016.

  35. L. Belcastro, F. Marozzo, D. Talia, P. 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.

  36. F. Rodrigo Duro, F. Marozzo, J. Garcia Blas, D. Talia, P. Trunfio, "Exploiting in-memory storage for improving workflow executions in Cloud platforms". Journal of Supercomputing, vol. 72, n. 11, pp. 4069-4088, Springer, 2016.

  37. P. Trunfio, "A two-layer model for improving the energy efficiency of file sharing peer-to-peer networks". Concurrency and Computation: Practice and Experience, vol. 27, n. 13, pp. 3166–-3183, Wiley InterScience, September 2015.

  38. F. Marozzo, D. Talia, P. Trunfio, "JS4Cloud: Script-based Workflow Programming for Scalable Data Analysis on Cloud Platforms". Concurrency and Computation: Practice and Experience, vol. 27, n. 17, pp. 5214--5237, Wiley InterScience , 2015.

  39. G. Da Costa, T. Fahringer, J. Rico-Gallego, I. Grasso, A. Hristov, H. Karatza, A. Lastovetsky, F. Marozzo, D. Petcu, G. Stavrinides, D. Talia, P. Trunfio, H. Astsatryan, "Exascale machines require new programming paradigms and runtimes". Supercomputing Frontiers and Innovations, vol. 2, n. 2, pp. 6--27, 2015.

  40. C. Comito, D. Falcone, D. Talia, P. Trunfio, "Efficient Allocation of Data Mining Tasks in Mobile Environments". Concurrent Engineering: Research and Applications, vol. 21, n. 3, pp. 197--207, September 2013.

  41. E. Cesario, M. Lackovic, D. Talia, P. Trunfio, "Programming Knowledge Discovery Workflows in Service-Oriented Distributed Systems". Concurrency and Computation: Practice and Experience, vol. 25, n. 10, pp. 1482--1504, Wiley InterScience, July 2013.

  42. G. Pirrò, D. Talia, P. Trunfio, "A DHT-Based Semantic Overlay Network for Service Discovery". Future Generation Computer Systems, vol. 28, n. 4, pp. 689--707, Elsevier Science, April 2012.

  43. F. Marozzo, D. Talia, P. Trunfio, "P2P-MapReduce: Parallel data processing in dynamic Cloud environments". Journal of Computer and System Sciences, vol. 78, n. 5, pp. 1382--1402, Elsevier Science, 2012.

  44. D. Talia, P. Trunfio, "Enabling dynamic querying over distributed hash tables". Journal of Parallel and Distributed Computing, vol. 70, n. 12, pp. 1254--1265, Elsevier Science, December 2010.

  45. D. Talia, P. Trunfio, "How Distributed Data Mining Tasks can Thrive as Knowledge Services". Communications of the ACM, vol. 53, n. 7, pp. 132--137, July 2010.

  46. D. Talia, P. Trunfio, O. Verta, "The Weka4WS framework for distributed data mining in service-oriented Grids". Concurrency and Computation: Practice and Experience, vol. 20, n. 16, pp. 1933--1951, Wiley InterScience, November 2008.

  47. M. Cannataro, D. Talia, G. Tradigo, P. Trunfio, P. Veltri, "SIGMCC: a System for Sharing Meta Patient Records in a Peer-to-peer Environment". Future Generation Computer Systems, vol. 24, n. 3, pp. 222--234, Elsevier Science, March 2008.

  48. A. Congiusta, D. Talia, P. Trunfio, "Service-Oriented Middleware for Distributed Data Mining on the Grid". Journal of Parallel and Distributed Computing, vol. 68, n. 1, pp. 3--15, Elsevier Science, January 2008.

  49. P. Trunfio, D. Talia, H. Papadakis, P. Fragopoulou, M. Mordacchini, M. Pennanen, K. Popov, V. Vlassov, S. Haridi, "Peer-to-Peer resource discovery in Grids: Models and systems". Future Generation Computer Systems, vol. 23, n. 7, pp. 864--878, Elsevier Science, August 2007.

  50. A. Congiusta, D. Talia, P. Trunfio, "Distributed data mining services leveraging WSRF". Future Generation Computer Systems, vol. 23, n. 1, pp. 34--41, Elsevier Science, January 2007.

  51. D. Talia, P. Trunfio, "Adapting a Pure Decentralized Peer-to-Peer Protocol for Grid Services Invocation". Parallel Processing Letters, vol. 15, n. 1-2, pp. 67--84, World Scientific Publishing Company, March 2005.

  52. C. Comito, D. Talia, P. Trunfio, "Grid Services: principles, implementations and use". International Journal of Web and Grid Services, vol. 1, n. 1, pp. 48--68, Inderscience Publishers, 2005.

  53. M. Cannataro, A. Congiusta, A. Pugliese, D. Talia, P. Trunfio, "Distributed data mining on grids: services, tools, and applications". IEEE Transactions on Systems, Man, and Cybernetics: Part B, vol. 34, n. 6, pp. 2451--2465, IEEE Press, December 2004.

  54. C. Mastroianni, D. Talia, P. Trunfio, "Metadata for Managing Grid Resources in Data Mining Applications". Journal of Grid Computing, vol. 2, n. 1, pp. 85--102, Kluwer Academic Publishers, March 2004.

  55. D. Talia, P. Trunfio, "Toward a Synergy between P2P and Grids". IEEE Internet Computing, vol. 7, n. 4, pp. 94--96, IEEE Press, July 2003.

  56. A. Congiusta, A. Pugliese, D. Talia, P. Trunfio, "Designing Grid Services for Distributed Knowledge Discovery". Web Intelligence and Agent Systems, vol. 1, n. 2, pp. 91--104, IOS Press, 2003.

  57. M. Cannataro, D. Talia, P. Trunfio, "Distributed Data Mining on the Grid". Future Generation Computer Systems, vol. 18, n. 8, pp. 1101--1112, Elsevier Science, October 2002.


    58. Book chapters

  58. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Shedding Light Inside the Black Box: Techniques for Explainable Artificial Intelligence in Healthcare". In: Explainable Machine Intelligence in Healthcare, pp. 57-72, 2025.

  59. L. Belcastro, F. Marozzo, P. Trunfio, "Infrastructures for High-Performance Computing: Cloud Computing". In: Reference Module in Life Sciences, Elsevier, 2024. Note: ISBN: 978-0-12-809633-8.

  60. C. Cosentino, F. Marozzo, P. Trunfio, "Infrastructures for High-Performance Computing: Cloud Computing Development Environments". In: Reference Module in Life Sciences, 2024. Note: ISBN: 978-0-12-809633-8.

  61. A. Bilas, J. Carretero, T. Cortes, J. Garcia Blas, P. Gonzalez Ferez, A. Papagiannis, A. Queralt, F. Marozzo, G. Saloustros, A. Shoker, D. Talia, P. Trunfio, "Data management techniques". In: Ultrascale Computing Systems, J. Carretero, E. Jeannot, A. Zomaya (Editors), IET, Computing, pp. 85-126, 2019.

  62. F. Marozzo, P. Trunfio, "Infrastructures for High-Performance Computing: Cloud Computing Development Environments". In: Encyclopedia of Bioinformatics and Computational Biology, S. Ranganathan, K. Nakai, C. Schonbach, M. Gribskov (Editors), Elsevier, 2018. Note: ISBN 978-0-12-809633-8.

  63. P. Trunfio, "Infrastructures for High-Performance Computing: Cloud Computing". In: Encyclopedia of Bioinformatics and Computational Biology, S. Ranganathan, K. Nakai, C. Schonbach, M. Gribskov (Editors), Elsevier, 2018. Note: ISBN 978-0-12-809633-8.

  64. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Big Data Analysis on Clouds". In: Handbook of Big Data Technologies, A. Zomaya, S. Sakr (Editors), Springer, pp. 101-142, 2017. Note: ISBN: 978-3-319-49339-8.

  65. F. Marozzo, D. Talia, P. Trunfio, "Implementing MapReduce Applications in Dynamic Cloud Environments". In: Cloud Computing: Principles, Systems and Applications, second edition, N. Antonopoulos, L. Gillam (Editors), Springer, pp. 211-223, 2017. Note: ISBN: 978-3-319-54645-2.

  66. F. Marozzo, D. Talia, P. Trunfio, "Cloud Services for Distributed Knowledge Discovery". In: Encyclopedia of Cloud Computing, S. Murugesan, I. Bojanova (Editors), Wiley-IEEE, pp. 774--785, 2016. Note: ISBN 978-1-118-82197-8.

  67. P. Agrawal, D. Borgetto, C. Comito, G. Da Costa, J. Pierson, P. Prakash, S. Rao, D. Talia, C. Thiam, P. Trunfio, "Scheduling and Resource Allocation". In: Large Scale Distributed Systems and Energy Efficiency: A Holistic View, J. Pierson (Editor), Wiley, Parallel and Distributed Computing, pp. 225--260, 2015. Note: ISBN 978-1-118-86463-0.

  68. M. Lackovic, P. Trunfio, "A Service-Oriented Discovery Framework for Cooperating Smart Objects". In: Internet of Things Based on Smart Objects: Technology, Middleware and Applications, G. Fortino, P. Trunfio (Editors), Springer, pp. 85--105, 2014. Note: ISBN 978-3-319-00490-7.

  69. C. Comito, D. Talia, P. Trunfio, "An Energy Aware Framework for Mobile Data Mining". In: Energy Efficient Distributed Computing Systems, A. Zomaya, Y. Choon Lee (Editors), Wiley-IEEE Computer Society Press, chapt. 23, 2012. Note: ISBN 978-0-470-90875-4.

  70. E. Cesario, M. Lackovic, D. Talia, P. Trunfio, "A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid". In: Data Mining: Foundations and Intelligent Paradigms, D. Holmes, L. Jain (Editors), Springer, Intelligent Systems Reference Library, vol. 24, pp. 57--75, 2012. Note: ISBN 978-3-642-23240-4.

  71. D. Talia, P. Trunfio, "Mobile Data Mining on Small Devices Through Web Services". In: Mobile Intelligence: Mobile Computing and Computational Intelligence, L. Yang, A. Waluyo, J. Ma, L. Tan, B. Srinivasan (Editors), John Wiley & Sons, pp. 264--276, 2010. Note: ISBN 978-0-470-19555-0.

  72. F. Marozzo, D. Talia, P. Trunfio, "A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments". In: Cloud Computing: Principles, Systems and Applications, N. Antonopoulos, L. Gillam (Editors), Springer, chapt. 7, pp. 113--125, 2010. Note: ISBN 978-1-84996-240-7.

  73. D. Talia, P. Trunfio, "Service-Oriented Architectures for Distributed and Mobile Knowledge Discovery". In: Next Generation of Data Mining, H. Kargupta, J. Han, P. Yu, R. Motwani, V. Kumar (Editors), CRC Press, pp. 223--242, 2009. Note: ISBN 978-1-4200-8586-0.

  74. M. Lackovic, D. Talia, P. Trunfio, "A Framework for Composing Knowledge Discovery Workflows in Grids". In: Foundations of Computational Intelligence Vol 6: Data Mining Theoretical Foundations and Applications, Studies in Computational Intelligence, A. Abraham, A. Hassanien, A. Carvalho, V. Snášel (Editors), Springer, pp. 345--369, 2009. Note: ISBN 978-3-642-01090-3.

  75. E. Cesario, A. Congiusta, D. Talia, P. Trunfio, "Data Analysis Services in the Knowledge Grid". In: Data Mining Techniques in Grid Computing Environments, W. Dubitzky (Editor), Wiley-Blackwell, pp. 17--36, 2008. Note: ISBN 978-0-470-51258-6.

  76. A. Congiusta, D. Talia, P. Trunfio, "Using Grids for Distributed Knowledge Discovery". In: Mathematical Methods for Knowledge Discovery and Data Mining, G. Felici, C. Vercellis (Editors), IGI Global, Hershey, USA, chapt. XVII, pp. 284--298, 2007. Note: ISBN 978-1-59904-528-3.

  77. M. Cannataro, D. Talia, P. Trunfio, "Grids for Ubiquitous Computing and Ambient Intelligence". In: Ambient Intelligence, Wireless Networking, Ubiquitous Computing, A. Vasilakos, W. Pedrycz (Editors), Artech House, chapt. 7, pp. 127--142, 2006. Note: ISBN 1-58053-963-7.

  78. A. Congiusta, D. Talia, P. Trunfio, "A Visual Programming Environment for Developing Complex Grid Applications". In: Grid Computing: Software Environments and Tools, J. Cunha, O. Rana (Editors), Springer, London, UK, chapt. 11, pp. 257--283, 2006. Note: ISBN 1-85233-998-5.

  79. A. Congiusta, D. Talia, P. Trunfio, "Parallel and Grid-based Data Mining - Algorithms, models and systems for high-performance KDD". In: Data Mining and Knowledge Discovery Handbook, O. Maimon, L. Rokach (Editors), Springer, USA, pp. 1017--1041, 2005. Note: ISBN 0-387-24435-2.

  80. M. Cannataro, D. Talia, P. Trunfio, "Design of Distributed Data Mining Applications on the Knowledge Grid". In: Data Mining: Next Generation Challenges and Future Directions, H. Kargupta, A. Joshi, K. Sivakumar, Y. Yesha (Editors), MIT Press, Menlo Park, USA, chapt. 4, pp. 67--88, 2004. Note: ISBN 0-262-61203-8.

  81. M. Cannataro, A. Congiusta, C. Mastroianni, A. Pugliese, D. Talia, P. Trunfio, "Grid-Based data mining and knowledge discovery". In: Intelligent Technologies for Information Analysis, N. Zhong, J. Liu (Editors), Springer, chapt. 2, pp. 19--45, 2004. Note: ISBN 3-540-40677-8.


    82. Papers in conference proceedings

  82. L. Belcastro, C. Cosentino, F. Marozzo, A. Presta, P. 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.

  83. L. Belcastro, P. Ferragina, G. Manzini, F. Marozzo, D. Talia, P. 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.

  84. L. Belcastro, R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Advancing Green and Fair AI: A Research Perspective on Environmental and Social Sustainability". 5th National Conference on Artificial Intelligence (Ital-IA 2025), 2025.

  85. L. Belcastro, N. Gabriele, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, R. Badia, F. Lordan, "Federated Learning in the Edge-Cloud Continuum: A Task-Based Approach with Colony". Euro-Par Workshops, 2025. Note: To appear.

  86. R. Cantini, C. Cosentino, F. Marozzo, D. Talia, P. Trunfio, "Neural Topic Modeling in Social Media by Clustering Latent Hashtag Representations". 28th European Conference on Artificial Intelligence (ECAI-2025), pp. 146 - 153, 2025.

  87. D. Talia, P. Trunfio, "Programming Tools for High-Performance Data Analysis". Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2024), Pisa, Italy, pp. 352--355, ACM Press, June 2024. Note: ISBN 979-8-4007-0413-0.

  88. M. Aldinucci, E. Baralis, V. Cardellini, I. Colonnelli, M. Danelutto, S. Decherchi, G. Di Modica, L. Ferrucci, M. Gribaudo, F. Iannone, M. Lapegna, D. Medic, G. Muscianisi, F. Righetti, E. Sciacca, N. Tonellotto, M. Tortonesi, P. Trunfio, T. 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), Denver, CO, USA, pp. 2065--2076, ACM Press, November 2023. Note: ISBN 979-8-4007-0785-8.

  89. L. Belcastro, F. Marozzo, A. Orsino, D. Talia, P. 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.

  90. F. Marozzo, A. Orsino, P. Trunfio, D. 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), Pafos, Cyprus, pp. 761-767, 2023.

  91. F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Edge Computing Solutions for Distributed Machine Learning". IEEE International Conference on Cloud and Big Data Computing (CBDCom), pp. 1-8, 2022.

  92. J. Garcia Blas, J. Fernandez, J. Carretero, F. Marozzo, D. Talia, P. Trunfio, D. Martin de Blas, A. 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.

  93. R. Cantini, F. Marozzo, A. Orsino, M. Passarelli, P. 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, September 2021.

  94. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Cloud computing for enabling Big Data analysis". The 10th International Conference on Cloud Computing and Services Science (CLOSER 2020), pp. 84-109, May 2021. Note: ISBN 978-3-030-72369-9.

  95. D. Talia, P. Trunfio, F. Marozzo, L. Belcastro, J. Garcia Blas, D. Del Rio, P. Couvée, G. Goret, L. Vincent, A. Fernàndez-Pena, D. Martin de Blas, M. Nardi, T. Pizzuti, A. Spataru, M. Justyna, "A Novel Data-Centric Programming Model for Large-Scale Parallel Systems". Euro-Par 2019: Parallel Processing Workshops, Gottingen, Germany, Lecture Notes in Computer Science, pp. 452-463, August 2020. Note: ISBN: 978-3-030-48339-5.

  96. L. Belcastro, F. Marozzo, D. Talia, P. 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, Advances in Parallel Computing, vol. 34, pp. 3-21, IOS Press, July 2019.

  97. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Developing a Cloud-based Algorithm for Analyzing the Polarization of Social Media Users". 5th International Symposium, ALGOCLOUD 2019, Munich, Germany, pp. 15-24, 2019.

  98. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Discovering Political Polarization on Social Media: A Case Study". 15th International Conference on Semantics, Knowledge and Grids (SKG), Guangzhou, China, pp. 182-189, 2019.

  99. F. Marozzo, F. Marzano, D. Talia, P. 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), Orléans, France, pp. 144-150, July 2018.

  100. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Appraising SPARK on Large-Scale Social Media Analysis". Euro-Par Workshops, Santiago de Compostela, Spain, Lecture Notes in Computer Science , pp. 483-495, August 2017. Note: ISBN: 978-3-319-75178-8.

  101. C. Diamantini, L. Genga, F. Marozzo, D. Potena, P. Trunfio, "Discovering Mobility Patterns of Instagram Users through Process Mining Techniques". IEEE International Conference on Information Reuse and Integration, pp. 485-492, August 2017. Note: ISBN 978-1-5386-1562-1.

  102. F. Marozzo, F. Rodrigo Duro, J. Garcia Blas, J. Carretero, D. Talia, P. 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), Genoa, Italy, pp. 699--706, July 2017. Note: ISBN 978-1-5386-3250-5.

  103. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A Parallel Library for Social Media Analytics". The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), Genoa, Italy, pp. 683--690, July 2017. Note: ISBN 978-1-5386-3250-5.

  104. L. Belcastro, G. Di Lieto, M. Lackovic, F. Marozzo, P. Trunfio, "Geocon: A Middleware for Location-aware Ubiquitous Applications". Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016), Granada, Spain, pp. 234-243, December 2016. Note: ISBN: 978-3-319-49956-7.

  105. F. Marozzo, F. Rodrigo Duro, J. Garcia Blas, J. Carretero, D. Talia, P. Trunfio, "A Data-Aware Scheduling Strategy for DMCF workflows over Hercules". Proc. of the Third International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2016), Sofia, Bulgaria, pp. 37-44, October 2016. Note: ISBN 978-84-617-7450-0.

  106. E. Cesario, A. Iannazzo, F. Marozzo, F. Morello, D. Talia, P. Trunfio, "Nubytics: Scalable Cloud Services for Data Analysis and Prediction". 2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016), Bologna, Italy, pp. 1-6, September 2016. Note: ISBN: 978-1-5090-1131-5.

  107. E. Cesario, A. Iannazzo, F. Marozzo, F. Morello, G. Riotta, A. Spada, D. Talia, P. 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), Innsbruck, Austria, pp. 230-237, July 2016. Note: ISBN: 978-1-5090-2088-1.

  108. F. Rodrigo Duro, F. Marozzo, J. Garcia Blas, J. Carretero, D. Talia, P. Trunfio, "Evaluating data caching techniques in DMCF workflows using Hercules". Proc. of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015), Krakow, Poland, pp. 69-76, September 2015. Note: ISBN: 978-84-608-2581-4.

  109. E. Cesario, C. Congedo, F. Marozzo, G. Riotta, A. Spada, D. Talia, P. Trunfio, C. 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, Fuzhou, China, pp. 33--38, July 2015. Note: ISBN 978-1-4799-7748-2.

  110. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Programming Visual and Script-based Big Data Analytics Workflows on Clouds". Post-Proc. of the High Performance Computing Workshop 2014, Cetraro, Italy, Advances in Parallel Computing, vol. 26, pp. 18--31, IOS Press, 2015. Note: ISBN: 978-1-61499-582-1.

  111. F. Marozzo, D. Talia, P. Trunfio, "A Workflow-oriented Language for Scalable Data Analytics". Proc. of the First International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2014), Porto, Portugal, pp. 7--12, August 2014. Note: ISBN 978-84-617-2251-8.

  112. G. Folino, F. Pisani, P. 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), Bologna, Italy, pp. 484--490, IEEE Computer Society Press, July 2014. Note: ISBN 978-1-4799-5312-7.

  113. S. Corigliano, P. Trunfio, "Exploiting Sleep-and-Wake Strategies in the Gnutella Network". Proc. of the 15th Int. Conference on Collaboration Technologies and Systems (CTS 2014), Minneapolis, USA, pp. 406--412, IEEE Computer Society Press, May 2014. Note: ISBN 978-1-4799-5158-1.

  114. F. Marozzo, D. Talia, P. Trunfio, "Scalable Script-based Data Analysis Workflows on Clouds". Proc. of the 8th Workshop on Workflows in Support of Large-Scale Science (WORKS 2013), Denver, CO, USA, pp. 124--133, ACM Press, November 2013. Note: ISBN 978-1-4503-2502-8.

  115. G. Agapito, M. Cannataro, P. Guzzi, F. Marozzo, D. Talia, P. 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), Washington, DC, USA, pp. 468, ACM Press, September 2013. Note: ISBN 978-1-4503-2434-2.

  116. G. Fortino, M. Lackovic, W. Russo, P. 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), Hangzhou, China, Lecture Notes in Computer Science, vol. 8223, pp. 281-293, Springer, September 2013. Note: ISBN 978-3-642-41427-5.

  117. F. Marozzo, D. Talia, P. Trunfio, "A Cloud Framework for Big Data Analytics Workflows on Azure". Post-Proc. of the High Performance Computing Workshop 2012, Cetraro, Italy, Advances in Parallel Computing, vol. 23, pp. 182--191, IOS Press, 2013. Note: ISBN 978-1-61499-321-6.

  118. C. Comito, D. Falcone, D. Talia, P. Trunfio, "A distributed allocation strategy for data mining tasks in mobile environments". Proc. of the 6th International Symposium on Intelligent Distributed Computing (IDC 2012), Calabria, Italy, Studies in Computational Intelligence, vol. 446, pp. 231--240, Springer, September 2012. Note: ISBN 978-3-642-32524-3.

  119. F. Marozzo, D. Talia, P. Trunfio, "Using Clouds for Scalable Knowledge Discovery Applications". Euro-Par Workshops, Rhodes Island, Greece, Lecture Notes in Computer Science, vol. 7640, pp. 220-227, August 2012. Note: ISBN: 978-3-642-36949-0.

  120. G. Falace, P. 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), Madrid, Spain, pp. 329--335, IEEE Computer Society Press, July 2012. Note: ISBN 978-1-4673-2359-8.

  121. C. Comito, D. Falcone, D. Talia, P. Trunfio, "Energy Efficient Task Allocation over Mobile Networks". Proc. of the 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011), Sydney, Australia, pp. 380--387, IEEE Computer Society Press, December 2011. Note: ISBN 978-1-4673-0006-3.

  122. F. Marozzo, D. Talia, P. 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), Athens, Greece, pp. 367--374, IEEE Computer Society Press, December 2011. Note: ISBN 978-0-7695-4622-3.

  123. C. Comito, D. Talia, P. Trunfio, "An Energy-Aware Clustering Scheme for Mobile Applications". Proc. of the 11th IEEE International Conference on Computer and Information Technology (CIT 2011), Paphos, Cyprus, pp. 15-22, IEEE Computer Society Press, August 2011. Note: ISBN 978-1-4577-0383-6 .

  124. F. Marozzo, D. Talia, P. 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), Ayia Napa, Cyprus, pp. 149--158, IEEE Computer Society Press, February 2011. Note: ISBN 978-0-7695-4328-4.

  125. E. Cesario, M. Lackovic, D. Talia, P. Trunfio, "Service-Oriented Data Analysis in Distributed Computing Systems". Post-Proc. of the High Performance Computing Workshop 2010, Cetraro, Italy, Advances in Parallel Computing, vol. 20, pp. 225--245, IOS Press, 2011. Note: ISBN 978-1-60750-802-1.

  126. C. Comito, D. Talia, P. Trunfio, "Selectivity-based XML query processing in structured peer-to-peer networks". Proc. of the 14th Int. Database Engineering and Applications Symposium (IDEAS 2010), Montreal, Canada, pp. 236--244, ACM Int. Conf. Proc. Series , August 2010. Note: ISBN 978-1-60558-900-8.

  127. S. Saberi, P. Trunfio, D. Talia, M. Fesharaki, K. 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), Caen, France, pp. 536-544, IEEE Computer Society Press, June 2010. Note: ISBN 978-1-4244-6827-0.

  128. G. Pirrò, P. Trunfio, D. Talia, P. Missier, C. 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), Melbourne, Australia, pp. 263--272, IEEE Computer Society Press, May 2010. Note: ISBN 978-0-7695-4039-9.

  129. D. Talia, P. Trunfio, "Using Peer-to-Peer Dynamic Querying in Grid Information Services". Post-Proc. of the High Performance Computing Workshop 2008, Cetraro, Italy, Advances in Parallel Computing, vol. 14, pp. 109--126, IOS Press, 2010. Note: ISBN 978-1-60750-073-5.

  130. H. Papadakis, P. Trunfio, D. Talia, P. 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, Delft, NETHERLANDS, pp. 59--72, Springer, 2010. Note: ISBN 978-1-4419-6793-0 .

  131. G. Pirrò, P. Missier, P. Trunfio, D. Talia, G. Falace, C. Goble, "Combining DHTs and SONs for Semantic-Based Service Discovery". Proc. of the 9th International Conference on Intelligent Systems Design and Applications (ISDA'09), Pisa, Italy, pp. 902--907, IEEE Computer Society Press, November 2009. Note: ISBN 978-0-7695-3872-3.

  132. M. Lackovic, D. Talia, P. 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, Geneva, Switzerland, pp. 72--79, IEEE Computer Society Press, May 2009. Note: ISBN 978-0-7695-3677-4.

  133. M. Lackovic, D. Talia, P. 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, Pisa, Italy, pp. 496--505, IEEE Computer Society Press, December 2008. Note: ISBN 978-0-7695-3503-6 .

  134. F. Marozzo, D. Talia, P. 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), Chicago, USA, October 2008.

  135. D. Talia, P. 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), Samos Island, Greece, LNCS, vol. 5273, pp. 28--41, Springer, September 2008. Note: ISBN 978-3-540-85999-4.

  136. D. Talia, P. Trunfio, J. Zeng, M. Högqvist, "A Peer-to-Peer Framework for Resource Discovery in Large-Scale Grids". Proc. of the CoreGRID Integration Workshop 2006, Cracow, POLAND, pp. 123--137, Springer, 2008. Note: ISBN 978-0-387-72811-7.

  137. H. Papadakis, P. Trunfio, D. Talia, P. Fragopoulou, "Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System". Proc. of the Joint CoreGRID Workshop on Making Grids Work 2007, Heraklion, Greece, pp. 89--101, Springer, 2008. Note: ISBN 978-0-387-78447-2.

  138. G. Antoniu, A. Congiusta, S. Monnet, D. Talia, P. Trunfio, "Peer-to-Peer Metadata Management for Knowledge Discovery Applications in Grids". Proc. of the CoreGRID Workshop on Grid Middleware 2007, Dresden, Germany, pp. 219--233, Springer, 2008. Note: ISBN 978-0-387-78445-8.

  139. P. Trunfio, D. Talia, A. Ghodsi, S. Haridi, "Implementing Dynamic Querying Search in k-ary DHT-based Overlays". Proc. of the CoreGRID Integration Workshop 2008, Hersonissos, Greece, pp. 275--286, Springer, 2008. Note: ISBN 978-0-387-09456-4.

  140. D. Talia, P. 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), Baltimore, USA, October 2007.

  141. A. Congiusta, D. Talia, P. Trunfio, "Open Source in Grid Computing: Current State and Perspectives". Proc. of the Italian Conference on Free Software 2007, Rende (Cosenza), Italy, pp. 230--239, May 2007.

  142. A. Congiusta, D. Talia, P. Trunfio, "WSRF-Based Services for Distributed Data Mining". Proc. of the Workshop on Knowledge and Data Management in Grids 2005, Poznan, Poland, pp. 203--220, Springer, 2007. Note: ISBN 978-0-387-37830-5.

  143. D. Talia, P. Trunfio, J. 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, Rio de Janeiro, Brazil, LNCS, vol. 4395, pp. 66--78, Springer, 2007. Note: ISBN 978-3-540-71350-0.

  144. A. Congiusta, D. Talia, P. 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, Helsinki, Finland, November 2006.

  145. M. Cannataro, D. Talia, G. Tradigo, P. Trunfio, P. Veltri, G. 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), Paris, France, pp. 48--53, June 2006.

  146. M. Cannataro, D. Talia, G. Tradigo, P. Trunfio, P. Veltri, G. 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), Portonovo (Ancona), Italy, pp. 361--372, June 2006. Note: ISBN 88-6068-018-2.

  147. D. Talia, P. Trunfio, O. 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), Glasgow, UK, LNCS, vol. 3980, pp. 1080-1089, Springer, May 2006. Note: ISBN 3-540-34070-X.

  148. A. Congiusta, D. Talia, P. Trunfio, "On Designing and Composing Grid Services for Distributed Data Mining". Proc. of the Workshop on Future Generation Grids 2004, Dagstuhl, Germany, pp. 113--132, Springer, 2006. Note: ISBN 0-387-27935-0.

  149. A. Congiusta, D. Talia, P. Trunfio, "Design of Knowledge Discovery Services Using the WS-Resource Framework". CoreGRID Integration Workshop 2005, Pisa, Italy, pp. 11--20, November 2005.

  150. D. Talia, P. Trunfio, O. 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), Porto, Portugal, LNAI, vol. 3721, pp. 309--320, Springer, October 2005. Note: ISBN 3-540-29244-6.

  151. D. Talia, P. Trunfio, "Peer-to-Peer Protocols and Grid Services for Resource Discovery on Grids". Post-Proc. of the High Performance Computing Workshop 2004, Cetraro, Italy, Advances in Parallel Computing, vol. 14, pp. 83--103, Elsevier Science, 2005. Note: ISBN 0-444-51999-8.

  152. D. Talia, P. Trunfio, "A P2P Grid Services-Based Protocol: Design and Evaluation". Proc. of the 10th European Conference on Parallel Computing (EuroPar 2004), Pisa, Italy, LNCS, vol. 3149, pp. 1022--1031, Springer, August 2004. Note: ISBN 3-540-22924-8.

  153. D. Talia, P. Trunfio, "Web Services for Peer-to-Peer Resource Discovery on the Grid". Sixth Thematic Workshop of the EU Network of Excellence DELOS, S. Margherita di Pula (Cagliari), Italy, pp. 73--84, June 2004. Note: ISBN 88-87331-60-X.

  154. A. Congiusta, C. Mastroianni, A. Pugliese, D. Talia, P. Trunfio, "Enabling Knowledge Discovery Services on Grids". Proc. of the 2nd European AcrossGrids Conference (AxGrids 2004), Nicosia, Cyprus, LNCS, vol. 3165, pp. 250--259, Springer, January 2004. Note: ISBN 3-540-22888-8.

  155. A. Congiusta, D. Talia, P. Trunfio, "VEGA: A Visual Environment for Developing Complex Grid Applications". Proc. of the First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003), Halifax, Canada, pp. 56--66, October 2003. Note: ISBN 0-9734039-0-X.

  156. M. Cannataro, C. Mastroianni, D. Talia, P. 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), Venice, Italy, LNCS, vol. 2840, pp. 619--628, Springer, October 2003. Note: ISBN 3-540-20149-1.

  157. C. Mastroianni, D. Talia, P. 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), Nice, France, IEEE Computer Society Press, April 2003. Note: ISBN 0-7695-1926-1.

  158. M. Cannataro, D. Talia, P. 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), Baltimore, USA, pp. 191--195, November 2002.

  159. M. Cannataro, A. Congiusta, D. Talia, P. 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), Bologna, Italy, pp. 41--50, WIT Press, September 2002. Note: ISBN 1-85312-925-9.

  160. M. Cannataro, A. Guzzo, A. Pugliese, P. Trunfio, "Web-based Knowledge Management in Public Administration: the RISI-Arianna Experience". Proc. of the W3C Conference EuroWeb 2001, Pisa, Italy, pp. 301--306, Felici Editore, December 2001. Note: ISBN 88-88327-33-9.

  161. M. Cannataro, D. Talia, P. Trunfio, "KNOWLEDGE GRID: High Performance Knowledge Discovery Services on the Grid". Proc. of the 2nd International Workshop on Grid Computing (GRID 2001), Denver, USA, LNCS, vol. 2242, pp. 38--50, Springer, November 2001. Note: ISBN 3-540-42949-2.


    162. Other publications and technical reports

  162. C. Comito, D. Falcone, D. Talia, P. Trunfio, "Scheduling Data Mining Applications in Mobile Computing Environments". ERCIM News, n. 93, pp. 15--16, April 2013.

  163. F. Marozzo, D. Talia, P. Trunfio, "Large-Scale Data Analysis on Cloud Systems". ERCIM News, n. 89, pp. 26--27, April 2012.

  164. C. Comito, D. Talia, P. Trunfio, "Improving Energy Efficiency of Mobile Applications Through Network Clustering". In: Proc. of the COST Action IC0804 on Large Scale Distributed Systems - 2nd Year, J. Pierson, H. Hlavacs (Editors), pp. 112--116, 2011. Note: ISBN 978-2-917490-18-1.

  165. F. Marozzo, D. Talia, P. Trunfio, "Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures". ERCIM News, n. 83, pp. 44-45, October 2010.

  166. A. Iamnitchi, P. Trunfio, J. Ledlie, F. Schintke, "Peer-to-Peer Computing". Proc. of the 16th European Conference on Parallel Computing (EuroPar 2010), LNCS, vol. 6271, pp. 444--445, Springer, September 2010. Note: Topic introduction - ISBN 978-3-642-15276-4.

  167. C. Comito, D. Talia, P. Trunfio, "A Distributed Architecture for Energy-Efficient Data Mining over Mobile Devices". In: Proc. of the COST Action IC0804 on Large Scale Distributed Systems - 1st Year, J. Pierson, H. Hlavacs (Editors), pp. 28--31, 2010. Note: ISBN 978-2-917490-10-5.

  168. A. Congiusta, D. Talia, P. Trunfio, "Parallel and Grid-based Data Mining - Algorithms, models and systems for high-performance KDD". In: Data Mining and Knowledge Discovery Handbook, second edition, O. Maimon, L. Rokach (Editors), Springer, USA, pp. 1009--1028, 2010. Note: ISBN 978-0-387-09822-7. Originally appeared in Data Mining and Knowledge Discovery Handbook, first edition, 2005.

  169. H. Papadakis, P. Trunfio, D. Talia, P. Fragopoulou, "An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service". Tech. Rep. TR-0179, CoreGRID Network of Excellence - Research Topic Self-* and adaptive mechanisms 2009.

  170. G. Pirrò, D. Talia, P. Trunfio, P. Missier, C. Goble, "ERGOT: Combining DHTs and SONs for Semantic-Based Service Discovery on the Grid". Tech. Rep. TR-0177, Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence, August 2008.

  171. A. Andrzejak, C. Mastroianni, P. Fragopoulou, D. Kondo, P. Malecot, A. Reinefeld, F. Schintke, T. Schütt, G. Silaghi, L. Moura Silva, P. Trunfio, D. Zeinalipour-Yazti, E. Zimeo, "Grid Architectural Issues: State-of-the-art and Future Trends, 2008.

  172. P. Trunfio, D. Talia, A. Ghodsi, S. Haridi, "Implementing Dynamic Querying Search in k-ary DHT-based Overlays". Pre-Proc. of the CoreGRID Integration Workshop 2008, Hersonissos, Greece, pp. 253–-264, April 2008. Note: ISBN 978-960-524-260-2.

  173. P. Trunfio, D. Talia, A. Ghodsi, S. Haridi, "Implementing Dynamic Querying Search in k-ary DHT-based Overlays". Tech. Rep. TR-0119, Institute on Architectural issues: scalability, dependability, adaptability, CoreGRID - Network of Excellence, December 2007.

  174. E. Cesario, A. Congiusta, D. Talia, P. Trunfio, "Designing data analysis services in the Knowledge Grid". Tech. Rep. TR-0118, Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, November 2007.

  175. H. Papadakis, P. Fragopoulou, P. Trunfio, D. Talia, "Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System". Tech. Rep. TR-0105, Institute on Architectural issues: scalability, dependability, adaptability, CoreGRID - Network of Excellence, August 2007.

  176. A. Congiusta, P. Trunfio, S. Monnet, "Peer-to-Peer Metadata Management for Knowledge Discovery Applications in Grids". Tech. Rep. TR-0083, Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, May 2007.

  177. D. Talia, P. Trunfio, J. Zeng, M. Högqvist, "A Peer-to-Peer Framework for Resource Discovery in Large-scale Grids". Pre-Proc. of the CoreGRID Integration Workshop 2006, Cracow, Poland, pp. 249--260, October 2006. Note: ISBN 83-915141-6-1.

  178. M. Cannataro, D. Talia, G. Tradigo, P. Trunfio, P. Veltri, G. Zarola, "Sharing Electronic Patient Records Using A Peer-to-Peer Infrastructure". Proc. of the 11th World Congress on Internet in Medicine (Mednet 2006), Toronto, Canada, October 2006. Note: Abstract.

  179. D. Talia, P. Trunfio, S. Orlando, R. Perego, C. Silvestri, "Systems and techniques for distributed and stream data mining". Tech. Rep. TR-0045, Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, July 2006.

  180. S. Orlando, R. Perego, C. Silvestri, A. Congiusta, D. Talia, P. Trunfio, "Algorithms and frameworks for stream mining and knowledge discovery on Grids". Tech. Rep. TR-0046, Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, July 2006.

  181. D. Talia, P. Trunfio, J. Zeng, M. Högqvist, "A DHT-based Peer-to-Peer Framework for Resource Discovery in Grids". Tech. Rep. TR-0048, Institute on System Architecture, CoreGRID - Network of Excellence, June 2006.

  182. P. Trunfio, D. Talia, P. Fragopoulou, H. Papadakis, M. Mordacchini, M. Pennanen, K. Popov, V. Vlassov, S. Haridi, "Peer-to-Peer Models for Resource Discovery on Grids". Tech. Rep. TR-0028, Institute on System Architecture, CoreGRID - Network of Excellence, March 2006.

  183. P. Trunfio, D. Talia, P. Fragopoulou, H. Papadakis, M. Mordacchini, M. Pennanen, K. Popov, V. Vlassov, S. Haridi, "Peer-to-Peer Models for Resource Discovery on Grids". Proc. of the 2nd CoreGRID Workshop on Grid and Peer to Peer Systems Architecture, Paris, France, January 2006.

  184. M. Cannataro, C. Comito, A. Congiusta, C. Mastroianni, A. Pugliese, D. Talia, P. Trunfio, P. 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), London, UK, CEUR Workshop Proceedings, vol. 95, December 2003. Note: ISSN 1613-0073.

  185. D. Talia, P. Trunfio, "Toward a synergy between P2P and grids". IEEE Distributed Systems Online, vol. 4, n. 7, July 2003. Note: Originally appeared in IEEE Internet Computing vol. 7, n. 4, pp. 94-96.

  186. M. Cannataro, D. Talia, P. Trunfio, "The Knowledge Grid: Towards an Architecture for Knowledge Discovery on the Grid". Proc. of the 1st EuroGlobus Workshop, Marina di Ugento (Lecce), Italy, June 2001. Note: Abstract.


{"id":9,"date":"2013-07-01T14:22:12","date_gmt":"2013-07-01T14:22:12","guid":{"rendered":"http:\/\/scalab.dimes.unical.it\/trunfio\/?page_id=9"},"modified":"2024-08-24T21:13:55","modified_gmt":"2024-08-24T21:13:55","slug":"publications","status":"publish","type":"page","link":"https:\/\/scalab.dimes.unical.it\/trunfio\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":1,"comment_status":"closed","ping_status":"open","template":"","meta":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/scalab.dimes.unical.it\/trunfio\/wp-json\/wp\/v2\/pages\/9"}],"collection":[{"href":"https:\/\/scalab.dimes.unical.it\/trunfio\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/scalab.dimes.unical.it\/trunfio\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/scalab.dimes.unical.it\/trunfio\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/scalab.dimes.unical.it\/trunfio\/wp-json\/wp\/v2\/comments?post=9"}],"version-history":[{"count":4,"href":"https:\/\/scalab.dimes.unical.it\/trunfio\/wp-json\/wp\/v2\/pages\/9\/revisions"}],"predecessor-version":[{"id":386,"href":"https:\/\/scalab.dimes.unical.it\/trunfio\/wp-json\/wp\/v2\/pages\/9\/revisions\/386"}],"wp:attachment":[{"href":"https:\/\/scalab.dimes.unical.it\/trunfio\/wp-json\/wp\/v2\/media?parent=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}