Publications

Publications by Domenico Talia

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    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, F. Marozzo, Review Papers in Big Data, Cloud-Based Data Analysis and Learning Systems, 2023. Note: ISBN 978-3-0365-8000-5 (hardback); ISBN 978-3-0365-8001-2 (PDF).

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

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

  5. G. Spezzano, D. Talia, Calcolo Parallelo, Automi Cellulari e Modelli per Sistemi Complessi, Franco Angeli, Milan, Italy, 1999. Note: ISBN 88-464-1374-1.

  6. M. Cannataro, G. Spezzano, D. Talia, Programmazione Logica e Architetture Parallele, Franco Angeli, Milan, Italy, 1993. Note: ISBN 88-204-8041-7.


    7. Edited books and proceedings

  7. P. D'Ambra, M. Guarracino, D. Talia (Editors), Proceedings of Euro-Par 2010, Part I, Springer, 2010. Note: ISBN 978-3-642-15276-4.

  8. P. D'Ambra, M. Guarracino, D. Talia (Editors), Proceedings of Euro-Par 2010, Part II, Springer, 2010. Note: ISBN 978-3-642-15290-0.

  9. N. Meyer, D. Talia, R. Yahyapour (Editors), Grid and Services Evolution, Springer, 2009.

  10. D. Talia, R. Yahyapour, W. Ziegler (Editors), Grid Middleware and Services: Challenges and Solutions, Springer, USA, 2008. Note: ISBN 978-0-387-78445-8.

  11. D. Talia, A. Bilas, M. Dikaiakos (Editors), Knowledge and Data Management in Grids, Springer, USA, 2007. Note: ISBN 0-387-37830-8.

  12. N. Zhong, J. Bradshaw, S. Pal, D. Talia, J. Liu, N. Cercone (Editors), Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), IEEE Computer Society, USA, 2004. Note: ISBN 0-7695-2101-0.

  13. D. Skillicorn, D. Talia (Editors), Programming Languages for Parallel Processing, IEEE Computer Society Press, USA, 1994. Note: ISBN 0-8186-6502-5.


    14. Papers in journals

  14. 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.

  15. 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.

  16. R. Cantini, C. Cosentino, I. Kilanioti, F. Marozzo, D. Talia, "Unmasking Deception: A Topic-Oriented Multimodal Approach to Uncover False Information on Social Media". Machine Learning, 2024. Note: To appear.

  17. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Detecting mental disorder on social media: a ChatGPT-augmented explainable approach". Neural Computing and Applications, 2024. Note: To appear.

  18. 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, 2024. Note: To appear.

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

  20. 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.

  21. F. Marozzo, D. Talia, "Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems". Big Data and Cognitive Computing, vol. 7, n. 2, 2023.

  22. 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.

  23. 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.

  24. 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.

  25. 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.

  26. 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.

  27. 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.

  28. 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.

  29. 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.

  30. 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.

  31. 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.

  32. 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.

  33. F. Branda, F. Marozzo, D. Talia, "Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport". Big Data and Cognitive Computing, vol. 4, n. 4, 2020. Note: ISSN: 2504-2289.

  34. L. Belcastro, F. Marozzo, D. Talia, "Programming Models and Systems for Big Data Analysis". International Journal of Parallel, Emergent and Distributed Systems, vol. 34, pp. 632-652, 2019.

  35. 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.

  36. C. Catlett, E. Cesario, D. Talia, A. Vinci, "Spatio-temporal crime predictions in smart cities: A data-driven approach and experiments". , vol. 53, pp. 62-74, Elsevier, 2019.

  37. 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.

  38. 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.

  39. 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.

  40. 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.

  41. 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.

  42. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Trajectory Pattern Mining for Urban Computing in the Cloud". IEEE Transactions on Parallel and Distributed Systems, vol. 28, n. 2, pp. 586-599, 2017. Note: ISSN:1045-9219.

  43. A. Altomare, E. Cesario, D. Talia, "Mining frequent items and itemsets from distributed data streams for emergency detection and management". Journal of Ambient Intelligence and Humanized Computing, vol. 8, n. 1, pp. 47-55, 2017.

  44. 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.

  45. E. Cesario, C. Comito, D. Talia, "An Approach for the Discovery and Validation of Urban Mobility Patterns". Pervasive and Mobile Computing, vol. 42, pp. 77-92, 2017.

  46. 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.

  47. E. Cesario, C. Mastroianni, D. Talia, "Distributed Volunteer Computing for Solving Ensemble Learning Problems". Future Generation Computer Systems, vol. 54, pp. 68-78, January 2016.

  48. 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.

  49. 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.

  50. 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.

  51. 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.

  52. E. Cesario, C. Mastroianni, D. Talia, "A Multi-Domain Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams". Journal of Grid Computing, vol. 12, n. 1, pp. 153-168, March 2014.

  53. F. Lordan, E. Tejedor, J. Ejarque, R. Rafanell, J. Álvarez, F. Marozzo, D. Lezzi, R. Sirvent, D. Talia, R. Badia, "ServiceSs: An Interoperable Programming Framework for the Cloud". Journal of Grid Computing, vol. 12, n. 1, pp. 67-91, 2014.

  54. 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.

  55. 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.

  56. T. Trinh, H. Hlavacs, D. Talia, "Energy efficiency in large-scale distributed systems". Future Generation Computer Systems, vol. 28, n. 5, pp. 743--744, May 2012.

  57. 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.

  58. E. Cesario, D. Talia, "Distributed Data Mining Patterns and Services: An Architecture and Experiments". Concurrency and Computation: Practice and Experience, vol. 24, n. 15, pp. 1751-1774, Wiley InterScience, 2012.

  59. 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.

  60. D. Talia, "Clouds Meet Agents: Toward Intelligent Cloud Services". IEEE Internet Computing, vol. 16, n. 2, pp. 78--81, IEEE Computer Society, 2012.

  61. C. Comito, D. Talia, "P2P Schema-Mapping over Network-bound XML Data". Concurrency and Computation: Practice and Experience, vol. 23, n. 9, 2011.

  62. 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.

  63. 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.

  64. C. Lucchese, C. Mastroianni, S. Orlando, D. Talia, "Mining@home: Towards a Public Resource Computing Framework for Distributed Data Mining". Concurrency and Computation: Practice and Experience, vol. 22, n. 5, pp. 658-682, Wiley InterScience, April 2010.

  65. G. Pirrò, C. Mastroianni, D. Talia, "A Framework for Distributed Knowledge Management: Design and Implementation". Future Generation Computer Systems, vol. 26, n. 1, pp. 38-49, January 2010.

  66. E. Cesario, D. Talia, "Using Grids for Exploiting the Abundance of Data in Science". Scalable Computing: Practice and Experience, vol. 11, n. 3, pp. 251-262, 2010.

  67. P. Herrero, D. Katz, M. Perez, D. Talia, "Grid computing, high-performance and distributed applications". Future Generation Computer Systems, vol. 26, pp. 257--258, Elsevier Science, 2010.

  68. G. Pirrò, D. Talia, "UFOme: An Ontology Mapping System with Strategy Prediction Capabilities". Data & Knowledge Engineering, vol. 69, n. 5, pp. 444-471, 2010.

  69. C. Comito, A. Gounaris, R. Sakellariou, D. Talia, "A service-oriented system for distributed data querying and integration on Grids". Future Generation Computer Systems, vol. 25, n. 5, pp. 511--524, Elsevier Science, May 2009.

  70. C. Mastroianni, P. Cozza, D. Talia, I. Kelley, I. Taylor, "A Scalable Super-Peer Approach for Public Scientific Computation". Future Generation Computer Systems, vol. 25, n. 3, pp. 213-223, Elsevier Science, March 2009.

  71. G. Pirrò, M. Ruffolo, D. Talia, "SECCO: On Building Semantic Links in Peer-to-Peer Networks". Journal on Data Semantics, vol. XII, pp. 1-36, 2009.

  72. 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.

  73. C. Mastroianni, D. Talia, O. Verta, "Designing an Information System for Grids: Comparing Hierarchical, Decentralized P2P and Super-Peer Models". Parallel Computing, vol. 34, n. 10, pp. 593--611, Elsevier Science, October 2008.

  74. 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.

  75. 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.

  76. G. Pirrò, M. Ruffolo, D. Talia, "Leveraging Peer-to-Peer and Ontologies for the Extended Enterprise". International Journal of Business Process Integration and Management. Special Issue in Innovations in the Extended Enterprise., vol. 3, n. 4, pp. 223-229, 2008.

  77. G. Pirrò, D. Talia, "LOM: a Linguistic Ontology Matcher Based on Information Retrieval". Journal of Information Science, vol. 34, n. 6, pp. 845-860, 2008.

  78. C. Comito, S. Patarin, D. Talia, "PARIS: A Peer-to-Peer Architecture for Large-Scale Semantic Data Sharing". International Journal of Computer Systems Science and Engineering (IJCSSE) - Special Issue on Data Management in Grid and P2P Systems, vol. 23, n. 2, pp. 59--76, CLR Publishing, 2008.

  79. 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.

  80. 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.

  81. E. Al-Shakarchi, P. Cozza, A. Harrison, C. Mastroianni, M. Shields, D. Talia, I. Taylor, "Distributing workflows over a ubiquitous P2P network". Scientific Programming, vol. 15, n. 4, pp. 269--281, IOS Press, 2007.

  82. C. Comito, C. Mastroianni, D. Talia, "Metadata, Ontologies and Information Models for Resource Management in Grid-based PSE Toolkits". International Journal of Web Services Research, vol. 3, n. 4, pp. 52--72, IDEA Group Publishing, October 2006.

  83. C. Mastroianni, D. Talia, O. Verta, "A super-peer model for resource discovery services in large-scale Grids". Future Generation Computer Systems, vol. 21, n. 8, pp. 1235--1248, Elsevier Science Publishers B. V., October 2005.

  84. A. Iamnitchi, D. Talia, "P2P computing and interaction with grids". Future Generation Computer Systems, vol. 21, n. 3, pp. 331-332, March 2005. Note: guest editorial.

  85. 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.

  86. 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.

  87. 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.

  88. 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.

  89. G. Manco, C. Pizzuti, D. Talia, "Eureka!: An Interactive and Visual Knowledge Discovery Tool". Journal of Visual Languages and Computing, vol. 15, n. 1, pp. 1-35, Elsevier, February 2004.

  90. M. Cannataro, D. Talia, "Semantics and Knowledge Grids: Building the Next-Generation Grid". IEEE intelligent systems & their applications, vol. 19, n. 1, pp. 56-63, January 2004.

  91. D. Talia, "Scoperta di Conoscenza su Griglie". Sistemi & impresa : rivista di tecnologia e management, vol. 50, n. 6, pp. 52-57, 2004.

  92. 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.

  93. C. Pizzuti, D. Talia, "P-AutoClass: Scalable Parallel Clustering for Mining Large Data Sets". IEEE Transactions on Knowledge and Data Engineering, vol. 15, n. 3, pp. 629-641, May 2003.

  94. M. Cannataro, D. Talia, "The Knowledge Grid". Communications of the ACM, vol. 46, n. 1, pp. 89-93, January 2003.

  95. 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.

  96. 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.

  97. M. Cannataro, D. Talia, P. Srimani, "Parallel Data Intensive Computing in Scientific and Commercial Applications". Parallel Computing, vol. 28, n. 5, pp. 673-704, May 2002.

  98. D. Talia, P. Srimani, "Parallel Data Intensive Algorithms and Applications". Parallel Computing, vol. 28, n. 5, pp. 669-671, May 2002. Note: guest editorial.

  99. D. Skillicorn, D. Talia, "Mining Large Data Sets on Grids: Issues and Prospects". Computing and Informatics, vol. 21, n. 4, pp. 347-362, 2002.

  100. G. Aloisio, D. Talia, "Grid Computing: Towards a New Computing Infrastructure". Future Generation Computer Systems, vol. 18, n. 8, pp. v-vi, Elsevier Science, 2002. Note: guest editorial.

  101. D. Talia, "The Open Grid Services Architecture: Where the Grid Meets the Web". IEEE Internet Computing, vol. 6, n. 6, pp. 67-71, 2002.

  102. D. Talia, "Models and Trends in Parallel Programming". Parallel Algorithms and Applications, vol. 16, n. 2-3, pp. 145-180, 2001.

  103. G. Spezzano, D. Talia, "CAMELot: A Parallel Cellular Environment for Modelling Complexity". AI*IA Notizie, vol. XIV, n. 2, 2001. Note: invited paper.

  104. D. Talia, "Cellular Processing Tools for High-Performance Simulation". IEEE Computer, vol. 33, n. 9, pp. 44-52, September 2000.

  105. D. Talia, P. Srimani, M. Jazayeri, "Guest Editors' Introduction: Architecture-Independent Languages and Software Tools for Parallel Processing". IEEE Transactions on Software Engineering, vol. 26, n. 3-4, pp. 193-196;289-292, 2000. Note: guest editorial.

  106. C. Pizzuti, D. Talia, "Knowledge Discovery e Data Mining: Concetti, Algoritmi e Sistemi". Rivista di Informatica, vol. XXIX, n. 1, pp. 31-74, 1999.

  107. D. Talia, "Laboratori Virtuali". Sapere: quindicinale di divulgazione, vol. 65, n. 2, pp. 51-61, 1999.

  108. G. Spezzano, D. Talia, "Programming Cellular Automata Algorithms on Parallel Computers". Future Generation Computer Systems, vol. 16, n. 2-3, pp. 203-216, 1999.

  109. D. Talia, P. Sloot, "Cellular Automata: Promise and Prospects in Computational Science". Future Generation Computer Systems, vol. 16, n. 2-3, pp. 1-3, 1999. Note: guest editorial.

  110. D. Talia, "Cellular Automata Thrive on Parallel Systems". Scientific Computing World, n. 42, pp. 21-22, October 1998.

  111. G. Spezzano, D. Talia, "The CARPET Programming Environment for Solving Scientific Problems on Parallel Computers". Parallel and Distributed Computing Practices, vol. 1, n. 3, pp. 49-61, NOVA Science Publishers, September 1998.

  112. D. Skillicorn, D. Talia, "Models and Languages for Parallel Computation". ACM Computing Surveys, vol. 30, n. 2, pp. 123-169, June 1998.

  113. G. Spezzano, D. Talia, "Designing Parallel Models of Soil Contamination by the CARPET Language". Future Generation Computer Systems, vol. 13, n. 4-5, pp. 291-302, North-Holland, 1998.

  114. D. Talia, "Parallel Computation Still Not Ready for the Mainstream". Communications of the ACM, vol. 40, n. 7, pp. 98-99, July 1997.

  115. S. Di Gregorio, R. Rongo, W. Spataro, G. Spezzano, D. Talia, "High performance scientific computing by a parallel cellular environment". Future Generation Computer Systems, vol. 12, n. 5, pp. 357-369, 1997.

  116. S. Di Gregorio, R. Rongo, W. Spataro, G. Spezzano, D. Talia, "A parallel cellular tool for interactive modeling and simulation". IEEE Computational Science & Engineering, vol. 3, n. 3, pp. 33-43, 1996.

  117. S. Di Gregorio, F. Nicoletta, R. Rongo, C. Siciliano, M. Sorriso-Valvo, G. Spezzano, D. Talia, "Simulazione di Frane con Automi Cellulari". Computazione Evolutiva, vol. 1, pp. 5-16, 1996.

  118. M. Cannataro, S. Di Gregorio, R. Rongo, W. Spataro, G. Spezzano, D. Talia, "A Parallel Cellular Automata Environment on Multicomputers for Computational Science". Parallel Computing, vol. 21, n. 5, pp. 803-824, North-Holland, 1995.

  119. D. Talia, "Parallel Logic Programming Systems on Multicomputers". Journal of Programming Languages, vol. 2, n. 1, pp. 77-87, Chapman & Hall, March 1994.

  120. M. Cannataro, Y. Sergeyev, G. Spezzano, D. Talia, "PNS : A Dynamic Mapping Strategy for Massively Parallel Computers". Computers and Artificial Intelligence, vol. 13, n. 5, 1994.

  121. D. Talia, "Message Routing Systems for Transputer-Based Multicomputers". IEEE Micro, vol. 13, n. 3, pp. 62-72, May 1993.

  122. D. Talia, "Distributed Termination of Concurrent Processes in Occam". Computer Languages, vol. 19, n. 1, pp. 51-62, Pergamon Press, January 1993.

  123. D. Talia, "A Survey of PARLOG and Concurrent Prolog: The Integration of Logic and Parallelism". Computer Languages, vol. 18, n. 3, pp. 185-196, Pergamon Press, 1993.

  124. D. Talia, "Reti Neurali: Modelli ed Algoritmi". Rivista di Informatica, vol. XXIII, n. 2, pp. 127-144, Masson, 1993.

  125. M. Cannataro, G. Spezzano, D. Talia, "Un Algoritmo di Routing Esente da Deadlock per Sistemi Paralleli". Rivista di Informatica, vol. XXIII, n. 1, pp. 31-48, Masson, 1993.

  126. M. Cannataro, E. Gallizzi, G. Spezzano, D. Talia, "Design, Implementation and Evaluation of a Deadlock-Free Routing Algorithm for Concurrent Computers". Concurrency: Practice and Experience, vol. 4, n. 2, pp. 143-161, John Wiley & Sons, April 1992.

  127. D. Conforti, L. Grandinetti, R. Musmanno, M. Cannataro, G. Spezzano, D. Talia, "A Model of Efficient Asynchronous Parallel Algorithms on Multicomputer Systems". Parallel Computing, vol. 18, n. 1, pp. 31-45, North-Holland, January 1992.

  128. M. Cannataro, G. Spezzano, D. Talia, "High Level Communication Mechanisms for Distributed Parallel Computers from an Adaptive Message Routing". Future Generation Computer Systems, vol. 8, n. 1-3, pp. 253-255, North-Holland, 1992.

  129. M. Cannataro, G. Spezzano, D. Talia, "A Parallel Logic System on a Multicomputer Architecture". Future Generation Computer Systems, vol. 6, n. 4, pp. 317-331, North-Holland, 1991.

  130. D. Talia, "Notes on Termination of OCCAM Processes". SIGPLAN Notices, vol. 25, n. 9, pp. 17-24, ACM Press, September 1990.

  131. D. Talia, "Survey and Comparison of PARLOG and Concurrent Prolog". SIGPLAN Notices, vol. 25, n. 1, pp. 33-42, ACM Press, January 1990.

  132. D. Talia, "Programmazione Logica Concorrente: PARLOG e Concurrent Prolog". Rivista di Informatica, vol. XX, n. 4, pp. 345-364, Masson, 1990.

  133. G. Spezzano, D. Talia, M. Vanneschi, "A Concurrent Programming Support for Distributed Systems". Computing Systems, vol. 3, n. 3, pp. 423-447, 1990.


    134. Book chapters

  134. 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.

  135. 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.

  136. 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.

  137. 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.

  138. 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.

  139. E. Cesario, C. Mastroianni, D. Talia, "Mining Distributed Data Streams on Content Delivery Networks". In: Advanced Content Delivery, Streaming, and Cloud Services, M. Pathan, K. Sitaraman, D. Robinson (Editors), John Wiley & Sons, Hoboken, NJ, USA, 2014. Note: ISBN: 9781118575215.

  140. 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.

  141. 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.

  142. E. Cesario, N. De Caria, C. Mastroianni, D. Talia, "Distributed Data Mining Using a Public Resource Computing Framework". In: Grids, P2P and Service computing, F. Desprez, V. Getov, T. Priol, R. Yahyapour (Editors), Springer, 2010. Note: ISBN: 978-1-4419-6793-0.

  143. 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.

  144. D. Talia, L. Naumov, "Parallel Cellular Programming for Emergent Computation". In: Simulating Compex Systems by Cellular Automata, A. Hoekstra (Editor), SpringerVerlag - Heidelberg, chapt. 15, pp. 357--384, 2010.

  145. 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.

  146. 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.

  147. 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.

  148. C. Mastroianni, G. Pirrò, D. Talia, "K-Link+: A P2P Semantic Virtual Office for Organizational Knowledge Management". In: Strategic Information Systems: Concepts, Methodologies, Tools, and Applications, M. Hunter (Editor), IGI Publishing, chapt. 5.11, 2009. Note: ISBN: 978-1-60566-677-8.

  149. 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.

  150. C. Mastroianni, G. Pirrò, D. Talia, "K-Link+: A P2P Semantic Virtual Office for Organizational Knowledge Management". In: Semantic Knowledge Management: An Ontology-Based Framework, A. Zilli, E. Damiani, P. Ceravolo, A. Corallo, G. Elia (Editors), IGI Publishing, 2008. Note: ISBN: 978-1-60566-034-9.

  151. P. Cozza, I. Kelley, C. Mastroianni, D. Talia, I. Taylor, "Cache-Enabled Super-Peer Overlays for Multiple Job Submission on Grids". In: Grid Middleware and Services: Challenges and Solutions, D. Talia, R. Yahyapour, W. Ziegler (Editors), Springer, 2008. Note: ISBN: 978-0-387-78445-8.

  152. D. Barbalace, P. Cozza, C. Mastroianni, D. Talia, "P2P-based Job Assignment for Public Resource Computing". In: Grid Computing: Achievements and Prospects, S. Gorlatch, P. Fragopoulou, T. Priol (Editors), Springer, USA, pp. 49--60, 2008. Note: Selected papers of the 3rd CoreGRID Integration Workshop - ISBN 978-0-387-09456-4.

  153. 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.

  154. A. Gounaris, R. Sakellariou, C. Comito, D. Talia, "Service Choreography For Data Integration On The Grid". In: Knowledge and Data Management in GRIDs, D. Talia, A. Bilas, M. Dikaiakos (Editors), Springer, vol. 1, pp. 19--33, 2007.

  155. C. Comito, D. Talia, A. Gounaris, R. Sakellariou, "Data integration and query reformulation in service-based Grids". In: Integrated Research in GRID Computing, S. Gorlatch, M. Danelutto (Editors), Springer, vol. 4, pp. 1--13, 2007.

  156. 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.

  157. 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.

  158. 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.

  159. D. Talia, "Parallel Cellular Algorithms and Programs". In: Handbook of Bioinspired Algorithms and Applications, S. Olariu, A. Zomaya (Editors), Chapman & Hall/CRC, Boca Raton, Florida, chapt. 6, pp. 85-101, 2005.

  160. 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.

  161. 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.

  162. C. Lee, D. Talia, "Grid Programming Models: Current Tools, Issues, and Directions". In: Grid Computing: Making the Global Infrastructure a Reality, F. Berman, G. Fox, A. Hey (Editors), Wiley, chapt. 21, pp. 555--578, 2003.

  163. D. Talia, "Parallel Data Mining". In: Dealing with the Data Flood, J. Meij (Editor), STT, chapt. 6.4.2, pp. 813-822, 2002.

  164. E. Maltseva, C. Pizzuti, D. Talia, "Mining High-Dimensional Scientific Data Using Singular Value Decompostion". In: Data Mining for Scientific and Engineering Applications, R. Grossman, C. Kamath, P. Kegelmeyer, V. Kumar (Editors), Kluwer academic publishers, Dordrecht, pp. 425-438, 2001.

  165. D. Talia, "Advances in Programming Languages for Parallel Computing". In: Annual Review of Scalable Computing, C. Yuen, K. Hwang (Editors), World Scientific Publishing and Singapore University Press, Singapore, chapt. 2, pp. 28-58, 2000.

  166. G. Spezzano, D. Talia, "Experiences Using High-Level Programming for Parallel Cellular Computation". In: High Performance Computing Systems and Applications, A. Pollard, D. Mewhort, D. Weaver (Editors), Kluwer Academic Publisher, Boston, Mass, USA, chapt. 51, pp. 515-528, 2000.

  167. D. Talia, "Advances in Programming Languages for Parallel Computing". In: Annual Review of Scalable Computing, C. Yuen, K. Hwang (Editors), World Scientific Publishing and Singapore University Press, chapt. 2, pp. 28-58, 2000.

  168. D. Talia, "Recent Advances in Parallel Programming Languages and Tools". In: Advances in Intelligent Systems and Computer Science, WSES Press, 1999.

  169. M. Cannataro, G. Spezzano, D. Talia, "PALM : A Logic Programming System on a Highly Parallel Architecture". In: VLSI for Neural Networks and Artificial Intelligence, J. Delgado-Frias, W. Moore (Editors), Plenum, New York, pp. 255-265, 1994.

  170. M. Cannataro, G. Spezzano, D. Talia, "Logic Program Execution on Distributed Memory Parallel Computers". In: Parallel Computing on Distributed Memory Multiprocessors, F. Ozguner, F. Ercal (Editors), Springer-Verlag, Berlin, NATO ASI Series F, vol. 103, pp. 205-216, 1993.

  171. M. Cannataro, G. Spezzano, D. Talia, "A Multi-Transputer Architecture for a Parallel Logic Machine". In: VLSI for Artificial Intelligence and Neural Networks, J. Delgado-Frias, W. Moore (Editors), Plenum, New York, pp. 165-174, 1991.


    172. Papers in conference proceedings

  172. 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.

  173. L. Belcastro, F. Marozzo, A. Presta, D. Talia, "A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum". 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), pp. 576-582, 2024.

  174. 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.

  175. 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.

  176. R. Cantini, C. Cosentino, I. Kilanioti, F. Marozzo, D. Talia, "Unmasking COVID-19 False Information on Twitter: a Topic-based Approach with BERT". 26th International Conference on Discovery Science (DS2023), vol. 14276, pp. 126-140, 2023.

  177. 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.

  178. 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.

  179. 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.

  180. 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.

  181. F. Branda, F. Marozzo, D. Talia, "Discovering Travelers' Purchasing Behavior from Public Transport Data". The 6th International Conference on machine Learning, Optimization and Data science - LOD 2020, Siena, Italy, pp. 702-713, July 2020.

  182. 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.

  183. 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.

  184. 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.

  185. 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.

  186. C. Catlett, E. Cesario, D. Talia, A. Vinci, "A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities". 2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018, pp. 17-24, IEEE, 2018.

  187. 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.

  188. 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.

  189. 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.

  190. 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.

  191. 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.

  192. 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.

  193. 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.

  194. 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.

  195. A. Altomare, E. Cesario, D. Talia, "Energy-Aware Migration of Virtual Machines Driven by Predictive Data Mining Models". Proceedings of the 23rd Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2015), Turku, Finland, pp. 549-553, IEEE, 2015.

  196. 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.

  197. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Trajectory Pattern Mining over a Cloud-based Framework for Urban Computing". Proc. of the 16th International Conference on High Performance Computing and Communications (HPCC 2014), Paris, France, pp. 367-374, IEEE, August 2014. Note: ISBN 978-1-4799-6123-8.

  198. 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.

  199. 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.

  200. 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.

  201. E. Cesario, C. Comito, D. Talia, "Towards a Cloud-based framework for Urban Computing. The Trajectory Analysis Case.". Proc. of the 3rd IEEE International Conference on Cloud and Green Computing (CGC 2013), pp. 16-23, IEEE, 2013.

  202. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Using Clouds for Smart City Applications". Proc. of the 5th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2013), Bristol, UK, pp. 234-237, IEEE, 2013.

  203. 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.

  204. 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.

  205. E. Cesario, C. Mastroianni, D. Talia, "Using Mining@home for Distributed Ensemble Learning". Proc. of the 5th International Conference on Data Management in Cloud, Grid and P2P Systems (Globe 2012), Wien, Austria , September 2012.

  206. F. Marozzo, F. Lordan, R. Rafanell, D. Lezzi, D. Talia, R. Badia, "Enabling cloud interoperability with COMPSs". Proc. of the 18th International European Conference on Parallel and Distributed (Europar 2012), Rhodes Island, Greece, vol. 7484, pp. 16-27, Lecture Notes in Computer Science, August 2012. Note: ISBN 978-3-642-32819-0.

  207. 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.

  208. E. Cesario, D. Talia, "Fault-Tolerant Distributed Knowledge Discovery Services for Grids". Proc. of the Sixth International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012), Palermo, Italy, pp. 1036-1041, IEEE, 2012.

  209. E. Cesario, M. Esposito, G. De Pietro, D. Talia, "A Consistency Checker for Verifying the Knowledge Encoded into Clinical DSSs". In Proc. of the 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2012), Rome, Italy, pp. 1-6, IEEE, 2012.

  210. E. Cesario, M. Esposito, G. De Pietro, D. Talia, "Verification of clinical guidelines encoded into knowledge-based DSSs". In Proc. of the 6th IEEE International Conference on Intelligent Systems (IS 2012), Sofia, Bulgaria, pp. 264-269, IEEE, 2012.

  211. 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.

  212. 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.

  213. R. Tolosana-Calasanz, M. Lackovic, O. Rana, J. Banares, D. Talia, "Characterizing quality of resilience in scientific workflows". Proceedings of the 6th workshop on Workflows in support of large-scale science, New York, NY, USA, pp. 117-126, ACM, November 2011. Note: ISBN: 978-1-4503-1100-7.

  214. 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 .

  215. E. Cesario, A. Grillo, C. Mastroianni, D. Talia, "A Sketch-based Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams". Proc. of the 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2011), Newport Beach, CA, USA, pp. 245-253, May 2011.

  216. 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.

  217. E. Cesario, D. Talia, "A Failure Handling Framework for Distributed Data Mining Services on the Grid". Proceedings of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011), Ayia Napa, Cyprus, pp. 70-79, IEEE Computer Society Press, February 2011. Note: ISBN 978-0-7695-4328-4.

  218. 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.

  219. M. Lackovic, D. Talia, R. Tolosana-Calasanz, J. Banares, O. Rana, "A Taxonomy For the Analysis of Scientific Workflow Faults". Proc. of the 2nd International Workshop on Workflow Management in Service and Cloud Computing (WMSC2010), in conjunction with CSE 2010, Hong Kong, pp. 398-403, December 2010. Note: E-ISBN: 978-0-7695-4323-9 Print ISBN: 978-1-4244-9591-7.

  220. 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.

  221. 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.

  222. 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.

  223. 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.

  224. 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 .

  225. L. Caroprese, C. Comito, D. Talia, E. Zumpano, "A Logic Approach to Virtual Sensor Networks". International Database Engineering and Applications Symposium (IDEAS 2010), Montreal, Candada, 2010.

  226. 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.

  227. 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.

  228. C. Comito, C. Mastroianni, D. Talia, "A Semantic-aware Information System for Multi-Domain Applications over Service Grids". 6th Workshop on High-Performance Grid Computing (HPGC-09), in conjunction with IPDPS'09, Rome, Italy, May 2009. Note: ISBN: 978-1-4244-3750-4.

  229. C. Comito, C. Mastroianni, D. Talia, "A Metadata Model for Multi-Domain Applications over Service Grids". SSOKU09 - 1st European Conference on Software Services and SOKU technologies , Brussels, Belgium, January 2009.

  230. 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 .

  231. E. Cesario, D. Talia, "Distributed Data Mining Models as Services on the Grid". Proc. of 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08, Pisa, Italy, IEEE Computer Society Press, December 2008.

  232. C. Comito, D. Talia, "P2P Schema-Mapping over Network-bound XML Data". Proc. of the Fourth International Conference on Semantics, Knowledge and Grid, Beijing, China, pp. 271--278, IEEE Computer Society, December 2008.

  233. 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.

  234. 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.

  235. D. Barbalace, C. Lucchese, C. Mastroianni, S. Orlando, D. Talia, "Mining@home: Public Resource Computing for Distributed Data Mining". CoreGRID Symposium, Las Palmas de Gran Canaria, Canary Island, Spain, August 2008.

  236. C. Mastroianni, G. Pirrò, D. Talia, "A Hybrid Architecture for Content Consistency and Peer Synchronization in Cooperative P2P Environments". Proc. of Infoscale 2008, the third International ICST Conference on Scalable Information Systems, Vico Equense, Italy, June 2008. Note: ISBN: 978-963-9799-28-8.

  237. G. Pirrò, M. Ruffolo, D. Talia, "Advanced Semantic Search and Retrieval in a Collaborative Peer-to-Peer System". Proceedings of the HPDC 2008 Conference & Co-Located Workshops, Boston, Massachusset, USA, pp. 65-72, ACM Press, June 2008. Note: UPGRADE-CN '08: 3rd workshop on Use of P2P, GRID and agents for the development of content networks. ISBN:978-1-60558-155-2 .

  238. D. Barbalace, P. Cozza, C. Mastroianni, D. Talia, "P2P-based Job Assignment for Public Resource Computing". Proc. of the 3rd CoreGRID Integration Workshop, Hersonissos, Greece, April 2008. Note: ISBN: 978-960-524-260-2.

  239. 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.

  240. 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.

  241. 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.

  242. G. Pirrò, M. Ruffolo, D. Talia, "An Algorithm for Discovering Ontology Mappings in P2P Systems". KES - Session on Advanced-Knowledge-based Systems, LNAI, vol. 5178 , pp. 631–641, Springer Verlag, 2008.

  243. 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.

  244. D. Talia, "Distributed Data Mining Tasks and Patterns as Services". Workshops Euro-Par 2008, Las Palmas, 2008.

  245. C. Comito, D. Talia, "Data Integration based on Schema-Mapping in Service-based Grids". Post-Proc. of the High Performance Computing Workshop 2006, Advances in Parallel Computing, vol. 16, pp. 308--328, IOS Press, 2008.

  246. 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.

  247. P. Cozza, C. Mastroianni, D. Talia, I. Taylor, "A Super-Peer Protocol for Multiple Job Submission on a Grid". Euro-Par 2006 Workshops, Dresden, Germany, LNCS, vol. 4375, pp. 116--125, Springer Berlin/Heidelberg, June 2007. Note: ISBN: 978-3-540-72226-7.

  248. C. Mastroianni, G. Pirrò, D. Talia, "Data Consistency in a P2P Knowledge Management Platform". Proceedings of the HPDC 2007 Conference & Co-Located Workshops, Monterey, California, USA, pp. 17-24, ACM Press, June 2007. Note: UPGRADE-CN '07: 2nd workshop on Use of P2P, GRID and agents for the development of content networks. ISBN 978-1-59593-718-6.

  249. E. Cesario, D. Talia, "From Parallel Data Mining to Grid enabled Distributed Knowledge Discovery". Proc. of the 18th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC'07), Toronto, Canada, LNAI, vol. 4482, pp. 25--36, Springer, May 2007. Note: ISBN 3-540-72529-6.

  250. A. Gounaris, C. Comito, R. Sakellariou, D. Talia, "A Service-Oriented System to Support Data Integration on Data Grids". Proceedings of Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), Rio de Janeiro, Brazil, IEEE Computer Society, May 2007.

  251. 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.

  252. C. Mastroianni, D. Talia, O. Verta, "Evaluating Resource Discovery Protocols for Hierarchical and Super-Peer Grid Information Systems". Proc. of the 15th EUROMICRO International Conference on Parallel, Distributed and Network-Based Processing (PDP'07), Naples, Italy, pp. 147-154, IEEE Computer Society, February 2007.

  253. 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.

  254. 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.

  255. G. Pirrò, D. Talia, "An approach to Ontology Mapping based on the Lucene search engine library". Proc. of the 1st International DEXA Workshop on Semantic Web Architectures For Enterprises, pp. 407-411, IEEE, 2007.

  256. G. Pirrò, D. Talia, "UFOme: A User Friendly Ontology Mapping Environment". Proc. of the 4th Italian SWAP Workshop on Semantic Web Applications and Perspectives, CEUR-WS, 2007.

  257. E. Le Coche, C. Mastroianni, G. Pirrò, M. Ruffolo, D. Talia, "A Peer-to-Peer Virtual Office for Organizational Knowledge Management". Proc. of the 6th International Conference on Practical Aspects of Knowledge Management (PAKM 2006), Vienna, Austria, LNCS, vol. 4333, pp. 166--177, Springer-Verlag, November 2006. Note: ISBN 3-540-49998-9.

  258. 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.

  259. C. Comito, D. Talia, "Data Integration in OGSA Grids for Distributed Information Sharing". International Advanced Research Workshop on High Performance Computing and Grids (HPC'06), July 2006.

  260. 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.

  261. 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.

  262. C. Comito, D. Talia, "Grid Data Integration based on Schema-Mapping". Workshop on State-of-the-Art in Scientific and Parallel Computing, PARA '06, Umea, LNCS, Springer Verlag, June 2006.

  263. G. Pirrò, M. Ruffolo, D. Talia, "K-link: A Peer-to-Peer Solution for Organizational Knowledge Management". Proc. of the Fifth International Workshop on Agents and Peer-to-Peer Computing (AP2PC 2006), Hakodate, Japan, LNAI, pp. 86-97, Springer-Verlag, May 2006.

  264. 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.

  265. 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.

  266. M. Cannataro, C. Comito, A. Congiusta, G. Folino, C. Mastroianni, A. Pugliese, G. Spezzano, D. Talia, P. Veltri, "A general architecture for Grid-based PSE toolkits". International Workshop on State-of-the-Art in Scientific Computing (PARA'04), Berlin/Heidelberg, LNCS, vol. 3732, pp. 656--664, Springer-Verlag, 2006. Note: ISBN: 3-540-29067-2.

  267. C. Comito, S. Patarin, D. Talia, "A Semantic Overlay Network for P2P Schema-Based Data Integration.". ISCC, pp. 88-94, IEEE Computer Society, 2006. Note: ISBN 0-7695-2588-1.

  268. 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.

  269. C. Comito, A. Gounaris, R. Sakellariou, D. Talia, "Data integration and query reformulation in service-based Grids". Proc. of the 1st CoreGRID Integration Workshop, Pisa, Italy, November 2005.

  270. 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.

  271. C. Comito, D. Talia, "XML Data Integration in OGSA Grids". Proc. VLDB Workshop on Data Management in Grids (DMG'05), Trondheim, LNCS, September 2005.

  272. A. Congiusta, G. Greco, A. Guzzo, G. Manco, L. Pontieri, D. Saccà, D. Talia, "A Data Mining-based Framework for Grid Workflow Management". Proc. Int. Workshop on Grid and Peer-to-Peer based Workflows, Melbourne, Australia, pp. 349- 356, IEEE Computer Society Press, September 2005. Note: ISBN 0-7695-2472-9.

  273. C. Comito, C. Mastroianni, D. Talia, "A Metadata Model and Information System for the Management of Resources in a Grid-based PSE Toolkit". Proc. of the International Conference on High Performance Computing and Communications (HPCC 2005), Sorrento, Italy, LNCS, vol. 3726, pp. 672--683, Springer Verlag, September 2005. Note: ISBN: 978-3-540-29031-5.

  274. D. Talia, C. Comito, S. Patarin, "PARIS: A Peer-to-Peer Architecture for Large-Scale Semantic Data Integration". Proc. of the 3rd Int. Workshop on Databases, Information Systems, and Peer-to-Peer Computing (DBISP2P 2005), Trondheim, Norway, August 2005.

  275. C. Mastroianni, D. Talia, O. Verta, "A P2P Approach for Membership Management and Resource Discovery in Grids". Proc. of the International Conference on Information Technology Coding and Computing (ITCC 2005), Las Vegas, USA, vol. 2, pp. 168-174, IEEE Computer Society Press, April 2005. Note: ISBN: 0-7695-2315-3.

  276. C. Mastroianni, D. Talia, O. Verta, "A Super-Peer Model for Building Resource Discovery Services in Grids: Design and Simulation Analysis". Advances in Grid Computing - EGC 2005, Amsterdam, The Netherlands, LNCS, vol. 3470, pp. 132--143, Springer Verlag, February 2005. Note: ISBN: 978-3-540-26918-2. Best Paper Award.

  277. 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.

  278. C. Comito, A. Gounaris, R. Sakellariou, D. Talia, "Data integration and query reformulation in service-based Grids: Architecture and Roadmap". The 1st CoreGRID Workshop on Knowledge and Data Management in Grids, Poznan, Poland, 2005.

  279. C. Comito, C. Mastroianni, D. Talia, "Metadata Management in a Grid-based PSE Toolkit". Proceedings of the 2nd IST Workshop on Metadata Management in Grid and P2P Systems (MMGPS 2004), London, United Kingdom, December 2004.

  280. A. Congiusta, D. Talia, "Grid-Based Distributed Collaborative Environments for Applied Space Sciences". Proceedings 55th Intl. Astronautical Congress (IAC2004), Vancouver, Canada, Intl. Astronautical Federation, October 2004.

  281. 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.

  282. 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.

  283. A. Pugliese, D. Talia, "Application-Oriented Scheduling in the Knowledge Grid: A Model and Architecture". International Conference on Computational Science and its Applications (ICCSA), Assisi, Italy, vol. 2, pp. 55-65, Springer-Verlag, April 2004.

  284. 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.

  285. C. Comito, D. Talia, "GDIS: A Service-based Architecture for Data Integration on Grids". Proc. Conference OTM 2004, Cyprus, LNCS, pp. 88-98, Springer Verlag, 2004.

  286. G. Bueti, A. Congiusta, D. Talia, "Developing Distributed Data Mining Applications in the KNOWLEDGE GRID Framework". High Performance Computing for Computational Science - VECPAR'04, Valencia, Spain, LNCS, vol. 3402, pp. 156-169, Springer-Verlag, 2004. Note: ISBN 978-3-540-25424-9.

  287. 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.

  288. 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.

  289. D. Talia, "Knowledge Discovery Services and Tools on Grids". Foundation of Intelligent Systems - ISMIS 2003, Maebashi, Japan, LNCS, vol. 2871, pp. 14-23, Springer-Verlag, October 2003.

  290. M. Cannataro, D. Talia, "Towards the Next-Generation Grid: A Pervasive Environment for Knowledge-Based Computing". International Conference on Information Technology: Computers and Communications, Las Vegas, Nevada, pp. 437-441, IEEE Computer Society, April 2003.

  291. D. Talia, "Parallel Cellular Programming for Developing Massively Parallel Emergent Systems". Proc. of the 17th International Parallel and Distributed Processing Symposium (IPDPS'03), Nice, France, IEEE Computer Society Press, April 2003. Note: ISBN 0-7695-1926-1.

  292. 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.

  293. 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.

  294. 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.

  295. G. Manco, C. Pizzuti, D. Talia, "Eureka!: A Tool for Interactive Knowledge Discovery". 13th International Conf. on Database and Expert Systems Applications - DEXA 2002, Aix-en-Provence, France, LNCS, vol. 2453, pp. 381-391, September 2002.

  296. D. Talia, "Parallelism in Knowledge Discovery Techniques". Sixth Int. Conference on Applied Parallel Computing, Helsinki, LNCS, vol. 2367, pp. 127-136, June 2002.

  297. P. Corsonello, G. Spezzano, G. Staino, D. Talia, "Efficient Implementation of Cellular Algorithms on Reconfigurable Hardware". 10th Euromicro Workshop on Parallel, Distributed and Network-based Processing (PDP 2002), Las Palmas, Spain, pp. 211-218, IEEE Computer Society Press, January 2002.

  298. 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.

  299. W. Shi, A. Bouabdallah, P. Srimani, D. Talia, "Leader election in wrapped butterfly networks". Proc. of the International Conference ParCo2001, Naples, Italy, pp. 382-389, Imperial College Press, September 2001.

  300. S. Basta, D. Talia, "Analysis of Communication Overhead in Parallel Clustering of Large Data Sets with P-AUTOCLASS". Proc. of the International Conference ParCo2001, Naples, Italy, pp. 265-273, Imperial College Press, September 2001.

  301. E. Maltseva, C. Pizzuti, D. Talia, "Visual data mining for defining tax-payer profiles". International Workshop in Information retrieval IR'2001, Oulu, Finland, pp. 107-114, September 2001.

  302. E. Masciari, C. Pizzuti, G. Raimondo, D. Talia, "Using an Out-of-Core Technique for Clustering Large Data Sets". DEXA 2001 Workshops, Munich, pp. 133-137, IEEE Computer Society Press, September 2001.

  303. D. Talia, "Modeling Emergent Dynamical Systems on Parallel Computers Using Cellular Automata". Int. Symposium on Adaptive Systems - ISAS 2001, Cuba, pp. 32-26, March 2001.

  304. D. Talia, "Implementing Standard and Nonstandard Parallel Cellular Automata in CARPET". Proc. of the 9th Euromicro Workshop on Parallel and Distributed Processing - PDP 2001, Mantova, Italy, pp. 243-249, IEEE Computer Society Press, February 2001.

  305. R. Bosco, G. Manco, C. Pizzuti, D. Talia, "Data Mining per il Monitoraggio del Territorio: Il Caso di Studio del Piano Telematico Calabria". Proceedings AICA 2001, Como, 2001.

  306. M. Cannataro, D. Talia, "Parallel and Distributed Knowledge Discovery on the Grid: A Reference Architecture". 4th International Conference on Algorithms and Architectures for Parallel Computing (ICA3PP), Hong Kong, pp. 662-673, World Scientific Publ., December 2000.

  307. D. Saccà, D. Talia, "OLAP e Data Mining in Ambienti Distribuiti". Workshop Sistemi Distribuiti e Architettura dei Dati, Quinta Conferenza Nazionale di Statistica ISTAT, Rome, ISTAT, November 2000.

  308. E. Maltseva, C. Pizzuti, D. Talia, "Una Metodologia di Data Mining per la Scoperta di Conoscenza in Dati Multidimensionali". Proc. XXXVII Congresso Annuale AICA, Taormina, pp. 273-283, September 2000.

  309. E. Maltseva, C. Pizzuti, D. Talia, "Undirect Knowledge Discovery by Using Singular Value Decomposition". Second International Conference on Data Mining 2000, Cambridge, WIT Press, July 2000.

  310. D. Foti, D. Lipari, C. Pizzuti, D. Talia, "Scalable Parallel Clustering for Data Mining on Multicomputers". 3rd Int. Workshop on High Performance Data Mining HPDM00-IPDPS, Cancun, Mexico, LNCS, pp. 390-398, Springer-Verlag, May 2000.

  311. D. Talia, "Solving Problems on Parallel Computers by Cellular Programming". Proc. of the 3rd Int. Workshop on Bio-Inspired Solutions to Parallel Processing Problems BioSP3-IPDPS, Cancun, Mexico, LNCS, pp. 595-603, Springer-Verlag, May 2000.

  312. D. Talia, "The Role of Parallel Cellular Programming in Computational Science". Vector and Parallel Processing - VECPAR'2000 Post Conf. Book, Oporto, Vector and Parallel Processing - VECPAR'2000 Post Conf. Book, vol. 1981, pp. 207-220, Springer-Verlag, 2000.

  313. C. Pizzuti, D. Talia, G. Vonella, "A Divisive Initialization Method for Clustering Algorithms". PKDD'99 - Third Europ. Conf. on Principles and Practice of Data Mining and Knowledge Discovery, Prague, Lecture Notes in Artificial Intelligence, vol. 1704, pp. 484-491, Springer-Verlag, September 1999.

  314. D. Talia, "Recent Advances in Parallel Programming Languages and Tools". Proc. of 3rd IEEE/IMACS Multiconference on Circuits, Systems, Communications & Computers (CSCC'99), pp. 34-42, WSES Press, July 1999. Note: Also in Advances in Intelligent Systems and Computer Science, N. Mastorakis (Ed.), WSES Press, pp. 26-34, 1999.

  315. D. Talia, "Esplicitazione del Parallelismo nelle Tecniche di Data Mining". Settimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati - SEBD'99, Como, pp. 387-401, June 1999.

  316. G. Folino, G. Spezzano, D. Talia, "Evaluating and Modeling Communication Overhead of MPI Primitives on the Meiko CS-2". Recent Advances in Parallel Virtual Machine and Message Passing Interface - Proc. of EuroPVM/MPI98, LNCS, vol. 1497, pp. 27-35, Springer-Verlag, September 1998.

  317. G. Spezzano, D. Talia, "Language Constructs and Run-time System for Parallel Cellular Programming". Proc. of Euro-Par'98 Parallel Processing, LNCS, vol. 1470, pp. 669-675, Springer-Verlag, August 1998.

  318. G. Folino, G. Spezzano, D. Talia, "Performance Evaluation and Modeling of MPI Communications on the Meiko CS-2". Proc. of HPCN Europe '98, LNCS, vol. 1401, pp. 932-936, Springer-Verlag, April 1998.

  319. D. Talia, "Parallel Cellular Automata for High Performance Computational Simulation". Proc. of the High-Performance Computing Conference - HPC'98, USA, pp. 27-32, SCS Press, 1998.

  320. D. Talia, "Cellular Automata + Parallel Computing = Computational Simulation". Proc. 15th IMACS World Congress on Scientific Computation, Modelling and Applied Mathematics, Berlin, vol. 6, pp. 409-414, Wissenschaft&Technik Verlag, August 1997.

  321. G. Spezzano, D. Talia, "A High-Level Cellular Programming Model for Massively Parallel Processing". Proc. of the 2nd Int. Workshop on High-Level Programming Models and Supportive Environments HIPS'97, pp. 55-63, IEEE Computer Society Press, April 1997.

  322. G. Spezzano, D. Talia, "Programming High Performance Models of Soil Contamination by a Cellular Automata Language". Proc. of HPCN Europe '97, LNCS, pp. 531-540, Springer-Verlag, April 1997.

  323. G. Spezzano, D. Talia, "A High-Level Language for Programming Cellular Algorithms on Parallel Machines". Proc. 2nd Conference on Cellular Automata for Research and Industry - ACRI '96, London, pp. 187-196, Springer-Verlag, 1997.

  324. D. Talia, "General-Purpose Practical Models for Parallel Computation". ACM Workshop on Strategic Directions in Computing Research, Cambridge, USA, June 1996. Note: invited paper.

  325. G. Spezzano, D. Talia, "CARPET: A Programming Language for Parallel Cellular Processing". Proc. 2nd European School on Parallel Programming Environments for HPC '96, Alpe d'Huez, France, pp. 71-74, April 1996.

  326. S. Di Gregorio, R. Rongo, W. Spataro, G. Spezzano, D. Talia, "A Parallel Cellular Simulator for Bioremediation of Contaminated Soils". Development and Applications of Computer Techniques to Environmental Studies VI, pp. 685-695, Computational Mechanics Publications, 1996.

  327. S. Di Gregorio, R. Rongo, R. Serra, W. Spataro, G. Spezzano, D. Talia, M. Villani, "Parallel Simulation of Soil Contamination by Cellular Automata". Proc. PARCELLA'96 Seventh International Workshop on Parallel Processing by Cellular Automata and Arrays, Berlin, Mathematical Research series, vol. 96, pp. 295-297, Akademie Verlag, 1996.

  328. S. Di Gregorio, R. Rongo, W. Spataro, G. Spezzano, D. Talia, "A Parallel Cellular Environment for High Performance Scientific Computing". Proc. HPCN Europe 1996, LNCS, vol. 1067, pp. 514-521, Springer-Verlag, 1996.

  329. S. Di Gregorio, D. Festa, R. Rongo, W. Spataro, G. Spezzano, D. Talia, "A Microscopic Freeway Traffic Simulator on a Highly Parallel System". Parallel Computing: State-of-the-Art and Perspectives, Amsterdam, pp. 69-76, Elsevier, 1996.

  330. G. Spezzano, D. Talia, "Implicit Parallelism Models: Logic Programming". General Purpose Parallel Computers, Pisa, pp. 251-266, Edizioni ETS, 1995.

  331. A. Candelieri, M. Cannataro, G. Spezzano, D. Talia, "Esecuzione Efficiente di Programmi Logici Paralleli nel Sistema PALM". Atti del Congresso Annuale AICA'94, Palermo, September 1994.

  332. S. Di Gregorio, G. Spezzano, D. Talia, "CAMEL: A Parallel Cellular Environment for Interactive Simulation". Proc. Convegno ACRI'94, Rende, Italy, September 1994.

  333. M. Cannataro, S. Di Gregorio, R. Rongo, W. Spataro, G. Spezzano, D. Talia, "A Parallel Cellular Automata Environment for Modeling Complex Systems". Proceedings ICANN '94 International Conference on Artificial Neural Networks, Springer-Verlag, May 1994.

  334. M. Cannataro, G. Spezzano, D. Talia, "PNS : A Load Balancing Algorithm for Massively Parallel Systems". Proc. IFIP Conference on Programming Environments for Massively Parallel Distributed Systems, Birkhaeuser Verlag, April 1994.

  335. S. Di Gregorio, F. Nicoletta, R. Rongo, M. Sorriso-Valvo, G. Spezzano, D. Talia, "Landslide Simulation by Cellular Automata in a Parallel Environment". Proc. 2nd Int. Workshop on Massive Parallelism, Capri, pp. 392-407, World Scientific, 1994.

  336. M. Cannataro, Y. Sergeyev, G. Spezzano, D. Talia, "A dynamic load balancing strategy for massively parallel computers". 5-th PARLE Conference, LNCS, vol. 694, pp. 664-667, Springer-Verlag, June 1993.

  337. M. Cannataro, G. Spezzano, D. Talia, "PALM: Parallel Implementation of Logic Programs". Models and Tools for Massively Parallel Architectures, pp. 117-128, CNR, June 1993.

  338. M. Cannataro, S. Di Gregorio, R. Rongo, W. Spataro, G. Spezzano, D. Talia, "CAMEL : A Cellular Automata Environment on a Highly Parallel Computer". Proc. of the International Section of AICA'93, pp. 143-158, 1993.

  339. M. Cannataro, Y. Sergeyev, G. Spezzano, D. Talia, "Dynamic Process Scheduling in a Parallel Logic Machine". Proc. of the JICSLP '92 Joint Workshop on Distributed and Parallel Implementations of Logic Programming Systems, Washington D.C., pp. 22-31, November 1992.

  340. D. Talia, "Message Routing Systems for Transputer Based Parallel Computers". Transputer Systems - Ongoing Research, Amsterdam, pp. 1-12, IOS Press, April 1992.

  341. M. Cannataro, G. Spezzano, D. Talia, "Esecuzione Parallela di Programmi Logici su Architetture a Memoria Distribuita". Atti del Workshop Elaborazione Parallela: Ricerca ed Applicazioni, AICA, Rome, pp. 385-399, February 1992.

  342. M. Cannataro, G. Spezzano, D. Talia, "A Parallel Architecture for the Implementation of a Distributed Inference Engine". Parallel Computing: Problems, Methods and Application, pp. 415-425, Elsevier, 1992.

  343. M. Cannataro, G. Spezzano, D. Talia, "Adaptive Deadlock-Free Message Routing in Multicomputer Networks". Parallel Computing: From Theory to Sound Practice, pp. 592, IOS Press, 1992.

  344. M. Cannataro, G. Spezzano, D. Talia, "A Distributed Implementation of OR-Parallel Interpretation of Logic Programs". Proceedings of the ILPS '91 Workshop on Implementation of Parallel Logic Programming Systems, San Diego, California, October 1991.

  345. M. Cannataro, G. Spezzano, D. Talia, "PARADISE: a Parallel Architecture for a Distributed Inference Engine". Proceedings of IEEE COMPEURO '91, Bologna, pp. 26-30, May 1991.

  346. G. Spezzano, D. Talia, "L'Uso di Strumenti Automatici per L'Estensione Concorrente di Linguaggi Sequenziali in Ambiente Unix". Atti del Convegno Annuale Unix, Milan, pp. 441-455, May 1991.

  347. F. Baiardi, A. Candelieri, D. Di Bella, L. Ricci, G. Spezzano, D. Talia, "Strumenti per la Parallelizzazione di Programmi Logici: FIXUP, OPTIMA, e PALM". Sistemi Informatici e Calcolo Parallelo, Rome, pp. 139-148, Franco Angeli, 1991.

  348. M. Cannataro, G. Spezzano, D. Talia, "Strumenti per la Programmazione Parallela: L'esperienza CRAI". Atti del Convegno Unix al Castello, Napoli, pp. 327-336, November 1990.

  349. C. Aiello, C. Serrelli, C. Siciliano, D. Talia, "Prototipazione in Ambiente Unix: Studio di un Caso". Atti del Convegno Unix al Castello, Napoli, pp. 127-135, November 1990.

  350. D. Talia, "Distributed Termination of Parallel Applications in the Occam 2 Language". Proceedings of Conference on Parallel Computing in Engineering and Eng. Education, Paris, pp. 261-265, UNESCO, October 1990.

  351. E. Gallizzi, M. Cannataro, G. Spezzano, D. Talia, "A Deadlock-Free Communication System for a Transputer Network". Proceedings of 12th Occam User Group Meeting, pp. 11-21, IOS Press, April 1990.

  352. M. Cannataro, G. Spezzano, D. Talia, "The Development of a Multi-Transputer Implementation of the AND/OR Process Model". Transputer Research and Applications 2, Amsterdam, pp. 265-281, IOS Press, 1990.

  353. M. Cannataro, G. Spezzano, D. Talia, "A Highly Decentralized Architecture for the Parallel Execution of Logic Programs". Decentralized Systems, pp. 235-246, North-Holland, 1990.

  354. M. Cannataro, G. Spezzano, D. Talia, "Evaluation of Routing Algorithms for a Parallel Machine". Supercomputing Tools for Science and Engineering, pp. 169-175, Franco Angeli, 1990.

  355. M. Cannataro, G. Spezzano, D. Talia, "Valutazioni di Algoritmi di Routing per una Macchina Parallela Basata sul Transputer". Atti del Convegno Annuale AICA'89, Trieste, vol. 1, pp. 37-52, AICA, October 1989.

  356. G. Spezzano, D. Talia, "The Design of Fault-Tolerant Distributed Software Using a Concurrent Language". Proceedings of 12th International Conference on FTSD, Prague, pp. 260-265, September 1989.

  357. G. Spezzano, D. Talia, "An Approach to Reliability in Distributed Programming". Proceedings of the EUUG Autumn 89 Conference, Vienna, pp. 257-263, September 1989.

  358. G. Spezzano, D. Talia, "A Language Based Approach for Reliable Distributed Computing". Proceedings of the Workshop on the Future Trends of Distributed Computing Systems, Hong Kong, pp. 262-269, IEEE CS Press, September 1988.

  359. G. Spezzano, D. Talia, M. Vanneschi, "NERECO: An Environment for the Development of Distributed Software". Proceedings of the EUUG Conference, Dublin, pp. 153-167, September 1987.

  360. F. Gaudenzi, R. Pagano, G. Spezzano, D. Talia, M. Vanneschi, "NERECO: un Ambiente per lo Sviluppo di Programmi Distribuiti". Atti del Convegno Annuale AICA'87, Trento, vol. 1, pp. 95-110, AICA, September 1987.


    361. Other publications and technical reports

  361. 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.

  362. F. Marozzo, F. Lordan, R. Rafanell, D. Lezzi, D. Talia, R. Badia, "Enabling cloud interoperability with COMPSs". Cloud Futures 2012, Berkeley, United States, May 2012. Note: Abstract.

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

  364. 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.

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

  366. 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.

  367. 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.

  368. E. Cesario, N. De Caria, C. Mastroianni, D. Talia, "Distributed Data Mining using a Public Resource Computing Framework". Tech. Rep. TR-0181, CoreGRID Network of Excellence - Research Topics: Data & Knowledge Management, Self-* and adaptive mechanisms, July 2009.

  369. 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.

  370. 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.

  371. D. Barbalace, I. Kelley, C. Mastroianni, D. Talia, I. Taylor, "A data sharing protocol for Desktop Grid projects". Tech. Rep. TR-0165, Institutes on Knowledge and Data Management & Grid Systems, Tools and Environments, CoreGRID - Network of Excellence, August 2008.

  372. D. Barbalace, C. Lucchese, C. Mastroianni, S. Orlando, D. Talia, "Distributed Data Mining in Desktop Grids". Tech. Rep. TR-0141, Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence, June 2008.

  373. 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.

  374. A. Arenas, A. Bilas, J. Luna, M. Marazakis, C. Comito, D. Talia, M. D. Dikaiakos, A. Gounaris, P. Massonet, S. Naqvi, J. Smith, P. Watson, F. Stagni, "Knowledge and Data Management in Grids: Notes on the State of the Art, 2008.

  375. C. Mastroianni, G. Pirrò, D. Talia, "Data Consistency and Peer Synchronization in Cooperative P2P Environments". Tech. Rep. TR-0128, Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence, February 2008.

  376. D. Barbalace, P. Cozza, C. Mastroianni, D. Talia, "A P2P Job Assignment Protocol for Volunteer Computing Systems". Tech. Rep. TR-0117, Institute on Knowledge and Data Management, CoreGRID Network of Excellence, December 2007.

  377. 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.

  378. 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.

  379. P. Cozza, I. Kelley, C. Mastroianni, D. Talia, I. Taylor, "Use of P2P Overlays for Distributed Data Caching in Public Scientific Computing". Tech. Rep. TR-0112, Institute on Knowledge and Data Management, CoreGRID Network of Excellence, October 2007.

  380. 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.

  381. C. Comito, D. Talia, A. Gounaris, R. Sakellariou, "A Service-Oriented System to Support Data Integration on Data Grids". Tech. Rep. TR-0071, Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, February 2007.

  382. P. Cozza, C. Mastroianni, D. Talia, I. Taylor, "A Super-Peer Model for Multiple Job Submission on a Grid". Tech. Rep. TR-0067, Institute on Knowledge and Data Management, CoreGRID Network of Excellence, January 2007.

  383. C. Comito, A. Gounaris, R. Sakellariou, D. Talia, "A Service-Oriented System to Support Data Integration on Data Grids"Demo at 1st CoreGRID Industrial Conference,Nice, france , 2006.

  384. 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.

  385. 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.

  386. 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.

  387. 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.

  388. 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.

  389. 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.

  390. 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.

  391. C. Comito, D. Talia, A. Gounaris, R. Sakellariou, "Data integration and query reformulation in service-based Grids: Architecture and Roadmap". Tech. Rep. TR-0013, Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, September 2005.

  392. D. Talia, H. Kargupta, P. Valduriez, R. Camacho, "Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery". Euro-Par'05, Lisbon, August 2005. Note: Topic introduction.

  393. D. Talia, "Towards GRID Operating Systems: from GLinux to a GVM". Workshop on Network Centric Operating Systems, Brussels, March 2005.

  394. D. Di Serafino, E. Houstis, P. Sloot, D. Talia, "Integrated Problem Solving Environments". Proc. of the European Conference on Parallel Computing (EuroPar 2004), Pisa, Italia, LNCS, vol. 3149, pp. 962-963, Springer-Verlag, August 2004. Note: Topic introduction.

  395. C. Mastroianni, D. Talia, O. Verta, "P2P Protocols for Membership Management and Resource Discovery in Grids". Tech. Rep. RT-ICAR-CS-04-02, ICAR-CNR, March 2004.

  396. 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.

  397. D. Talia, "Parallel and Distributed Data Mining: from Multicomputers to Grids". ECML/PKDD 2003 Workshop on Parallel and Distributed Computing for Machine Learning, Dubrovnik, September 2003.

  398. D. Talia, "Grid-based Data Mining and the Knowledge Grid Framework". Workshop on Data Mining and Exploration Middleware for Distributed and Grid Computing, Minneapolis, pp. 29-30, September 2003.

  399. B. Mitschang, D. Skillicorn, P. Bonnet, D. Talia, "Parallel and Distributed Databases, Data Mining and Knowledge Discovery". Euro-Par 2003 - Parallel Processing, Klagenfurt, Austria, LNCS, vol. 2790, pp. 309, Springer-Verlag, August 2003. Note: Topic introduction.

  400. 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.

  401. H. Kosch, D. Talia, D. Skillicorn, "Parallel and Distributed Databases, Data Mining and Knowledge Discovery". Euro-Par 2002 - Parallel Processing, LCNS, vol. 2400, pp. 319-320, Springer-Verlag, August 2002. Note: Topic introduction.

  402. C. Lee, S. Matsuoka, D. Talia, A. Sussman, N. Karonis, G. Allen, J. Saltz, "A Grid Programming Primer"Global Grid Forum 2, Washington D.C., 2001.

  403. 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.

  404. D. Talia, D. Skillicorn, "High-Performance Data Mining and Knowledge Discovery". EuroPar '99 - Parallel Processing, Toulose, LCNS, vol. 1685, pp. 1439-1440, Springer-Verlag, August 1999. Note: Topic introduction.

  405. D. Talia, "Book review of 'Strand: New Concepts in Parallel Programming'", North-Holland, Amsterdam, The Netherlands, Science of Computer Programming, vol. 15, pp. 111--112, 1990.