Loris Belcastro, Francesco Gervino, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.Explainable Detection of Depression Status Shifts from User Digital Traces. Social Network Analysis and Mining, 2026.To appearBibTeX
Georges Da Costa, Thomas Fahringer, Juan-Antonio Rico-Gallego, Ivan Grasso, Atanas Hristov, Helen D. Karatza, Alexey Lastovetsky, Fabrizio Marozzo, Dana Petcu, Georgios L. Stavrinides, Domenico Talia, Paolo Trunfio, Hrachya Astsatryan.Exascale machines require new programming paradigms and runtimes. Supercomputing Frontiers and Innovations, vol. 2, n. 2, pp. 6--27, 2015.BibTeXPDF
Paolo Trunfio, Domenico Talia, Harris Papadakis, Paraskevi Fragopoulou, Matteo Mordacchini, Mika Pennanen, Konstantin Popov, Vladimir Vlassov, Seif Haridi.Peer-to-Peer resource discovery in Grids: Models and systems. Future Generation Computer Systems, Elsevier Science, vol. 23, n. 7, pp. 864--878, 2007.BibTeXPDF
Mario Cannataro, Domenico Talia, Paolo Trunfio.Distributed Data Mining on the Grid. Future Generation Computer Systems, Elsevier Science, vol. 18, n. 8, pp. 1101--1112, 2002.BibTeX
Angelos Bilas, Jesus Carretero, Toni Cortes, Javier Garcia-Blas, Pilar Gonzalez Ferez, Anastasios Papagiannis, Anna Queralt, Fabrizio Marozzo, Giorgos Saloustros, Ali Shoker, Domenico Talia, Paolo Trunfio.Data management techniques. Ultrascale Computing Systems, IET, pp. 85-126, 2019.BibTeXPDF
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.Big Data Analysis on Clouds. Handbook of Big Data Technologies, Springer, pp. 101-142, 2017.ISBN: 978-3-319-49339-8BibTeXPDF
Pragati Agrawal, Damien Borgetto, Carmela Comito, Georges Da Costa, Jean-Marc Pierson, Payal Prakash, Shrisha Rao, Domenico Talia, Cheikhou Thiam, Paolo Trunfio.Scheduling and Resource Allocation. Large Scale Distributed Systems and Energy Efficiency: A Holistic View, Wiley, pp. 225--260, 2015.ISBN 978-1-118-86463-0BibTeX
Marco Lackovic, Domenico Talia, Paolo Trunfio.A Framework for Composing Knowledge Discovery Workflows in Grids. Foundations of Computational Intelligence Vol 6: Data Mining Theoretical Foundations and Applications, Studies in Computational Intelligence, Springer, pp. 345--369, 2009.ISBN 978-3-642-01090-3BibTeX
Eugenio Cesario, Antonio Congiusta, Domenico Talia, Paolo Trunfio.Data Analysis Services in the Knowledge Grid. Data Mining Techniques in Grid Computing Environments, Wiley-Blackwell, pp. 17--36, 2008.ISBN 978-0-470-51258-6BibTeX
Antonio Congiusta, Domenico Talia, Paolo Trunfio.Using Grids for Distributed Knowledge Discovery. Mathematical Methods for Knowledge Discovery and Data Mining, IGI Global, pp. 284--298, 2007.ISBN 978-1-59904-528-3BibTeX
Mario Cannataro, Antonio Congiusta, Carlo Mastroianni, Andrea Pugliese, Domenico Talia, Paolo Trunfio.Grid-Based data mining and knowledge discovery. Intelligent Technologies for Information Analysis, Springer, pp. 19--45, 2004.ISBN 3-540-40677-8BibTeXPDF
Paolo Trunfio.Generating Simulation-Ready Models by Construction Using Performance-Driven Archetypes. 2026 Winter Simulation Conference (WSC), Glasgow, UK, December 6–9, 2026., 2026.BibTeX
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.Operational Digital Twin Instantiation for Edge-to-Cloud Service Platforms. IEEE Smart World Congress 2026 (IEEE SWC 2026), 2026.BibTeXPDF
Loris Belcastro, Nicola Gabriele, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, RosaM. Badia, Francesc Lordan.Federated Learning in the Edge-Cloud Continuum: A Task-Based Approach with Colony. Euro-Par Workshops, pp. 19-31, 2025.BibTeX
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.Advancing Green and Fair AI: A Research Perspective on Environmental and Social Sustainability. 5th National Conference on Artificial Intelligence (Ital-IA 2025), 2025.BibTeX
Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo, Aleandro Presta, Paolo Trunfio.Empowering Efficient Drone Monitoring with Low-Latency Edge-Cloud Continuum Platforms. 33rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2025), pp. 333-340, 2025.BibTeXPDF
Domenico Talia, Paolo Trunfio.Programming Tools for High-Performance Data Analysis. Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2024), ACM Press, pp. 352--355, 2024.ISBN 979-8-4007-0413-0BibTeXPDF
Marco Aldinucci, Elena Maria Baralis, Valeria Cardellini, Iacopo Colonnelli, Marco Danelutto, Sergio Decherchi, Giuseppe Di Modica, Luca Ferrucci, Marco Gribaudo, Francesco Iannone, Marco Lapegna, Doriana Medic, Giuseppa Muscianisi, Francesca Righetti, Eva Sciacca, Nicola Tonellotto, Mauro Tortonesi, Paolo Trunfio, Tullio Vardanegha.A Systematic Mapping Study of Italian Research on Workflows. Proceedings of the 19th Workshop on Workflows in Support of Large-Scale Science (Works 2023), ACM Press, pp. 2065--2076, 2023.ISBN 979-8-4007-0785-8BibTeXPDF
Fabrizio Marozzo, Alessio Orsino, Paolo Trunfio, Domenico Talia.Scaling machine learning at the edge-cloud: a distributed computing perspective. 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), pp. 761-767, 2023.BibTeXPDF
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Martina Passarelli, Paolo Trunfio.A visual tool for reducing returns in e-commerce platforms. 6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021), pp. 474-479, 2021.BibTeXPDF
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.Cloud computing for enabling Big Data analysis. The 10th International Conference on Cloud Computing and Services Science (CLOSER 2020), pp. 84-109, 2021.ISBN 978-3-030-72369-9BibTeXPDF
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.A Parallel Library for Social Media Analytics. The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), pp. 683--690, 2017.ISBN 978-1-5386-3250-5BibTeXPDF
Loris Belcastro, Giulio Di Lieto, Marco Lackovic, Fabrizio Marozzo, Paolo Trunfio.Geocon: A Middleware for Location-aware Ubiquitous Applications. Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016), pp. 234-243, 2016.ISBN: 978-3-319-49956-7BibTeXPDF
Fabrizio Marozzo, Francisco Rodrigo Duro, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio.A Data-Aware Scheduling Strategy for DMCF workflows over Hercules. Proc. of the Third International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2016), pp. 37-44, 2016.ISBN 978-84-617-7450-0BibTeXPDF
Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Domenico Talia, Paolo Trunfio.Nubytics: Scalable Cloud Services for Data Analysis and Prediction. 2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016), pp. 1-6, 2016.ISBN: 978-1-5090-1131-5BibTeXPDF
Francisco Rodrigo Duro, Fabrizio Marozzo, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio.Evaluating data caching techniques in DMCF workflows using Hercules. Proc. of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015), pp. 69-76, 2015.ISBN: 978-84-608-2581-4BibTeXPDF
Eugenio Cesario, Chiara Congedo, Fabrizio Marozzo, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio, Carlo Turri.Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014. Proc. of the 2nd IEEE Conference on Spatial Data Mining and Geographical Knowledge Services, pp. 33--38, 2015.ISBN 978-1-4799-7748-2BibTeXPDF
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.A Workflow-oriented Language for Scalable Data Analytics. Proc. of the First International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2014), pp. 7--12, 2014.ISBN 978-84-617-2251-8BibTeXPDF
Giancarlo Fortino, Marco Lackovic, Wilma Russo, Paolo Trunfio.A Discovery Service for Smart Objects over an Agent-Based Middleware. Proc. of the 6th International Conference on Internet and Distributed Computing Systems (IDCS 2013), Springer, vol. 8223, pp. 281-293, 2013.ISBN 978-3-642-41427-5BibTeX
Giuseppe Agapito, Mario Cannataro, Pietro Hiram Guzzi, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud. Proc. of the ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics 2013 (ACM BCB 2013), ACM Press, pp. 468, 2013.ISBN 978-1-4503-2434-2BibTeXPDF
Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio.Energy Efficient Task Allocation over Mobile Networks. Proc. of the 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011), IEEE Computer Society Press, pp. 380--387, 2011.ISBN 978-1-4673-0006-3BibTeXPDF
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.A Cloud Framework for Parameter Sweeping Data Mining Applications. Proc. of the 3rd IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2011), IEEE Computer Society Press, pp. 367--374, 2011.ISBN 978-0-7695-4622-3BibTeXPDF
Carmela Comito, Domenico Talia, Paolo Trunfio.An Energy-Aware Clustering Scheme for Mobile Applications. Proc. of the 11th IEEE International Conference on Computer and Information Technology (CIT 2011), IEEE Computer Society Press, pp. 15-22, 2011.ISBN 978-1-4577-0383-6 BibTeXPDF
Carmela Comito, Domenico Talia, Paolo Trunfio.Selectivity-based XML query processing in structured peer-to-peer networks. Proc. of the 14th Int. Database Engineering and Applications Symposium (IDEAS 2010), ACM Int. Conf. Proc. Series , pp. 236--244, 2010.ISBN 978-1-60558-900-8BibTeX
Giuseppe Pirrò, Paolo Trunfio, Domenico Talia, Paolo Missier, Carole Goble.ERGOT: A Semantic-based System for Service Discovery in Distributed Infrastructures. Proc. of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010), IEEE Computer Society Press, pp. 263--272, 2010.ISBN 978-0-7695-4039-9BibTeX
Giuseppe Pirrò, Paolo Missier, Paolo Trunfio, Domenico Talia, Gabriele Falace, Carole Goble.Combining DHTs and SONs for Semantic-Based Service Discovery. Proc. of the 9th International Conference on Intelligent Systems Design and Applications (ISDA'09), IEEE Computer Society Press, pp. 902--907, 2009.ISBN 978-0-7695-3872-3BibTeX
Marco Lackovic, Domenico Talia, Paolo Trunfio.Service Oriented KDD: A Framework for Grid Data Mining Workflows. Proc. of the 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08, IEEE Computer Society Press, pp. 496--505, 2008.ISBN 978-0-7695-3503-6 BibTeX
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.Adapting MapReduce for Dynamic Environments Using a Peer-to-Peer Model. Proc. of the First Workshop on Cloud Computing and its Applications (CCA 2008), 2008.BibTeXPDF
Domenico Talia, Paolo Trunfio.Dynamic Querying in Structured Peer-to-Peer Networks. Proc. of the 19th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM 2008), Springer, vol. 5273, pp. 28--41, 2008.ISBN 978-3-540-85999-4BibTeXPDFSlides
Domenico Talia, Paolo Trunfio.How Distributed Data Mining Tasks can Thrive as Services on Grids. Proc. of National Science Foundation Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM'07), 2007.BibTeX
Antonio Congiusta, Domenico Talia, Paolo Trunfio.Open Source in Grid Computing: Current State and Perspectives. Proc. of the Italian Conference on Free Software 2007, pp. 230--239, 2007.BibTeX
Antonio Congiusta, Domenico Talia, Paolo Trunfio.WSRF-Based Services for Distributed Data Mining. Proc. of the Workshop on Knowledge and Data Management in Grids 2005, Springer, pp. 203--220, 2007.ISBN 978-0-387-37830-5BibTeX
Antonio Congiusta, Domenico Talia, Paolo Trunfio.Service-Oriented Knowledge Discovery in Grids. Proc. of the Workshop on Grid Technologies for Knowledge-Based Industries and Businesses, co-located with IST 2006, 2006.BibTeX
Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri, Giuseppe Zarola.Querying XML-based Electronic Patient Records in a Peer-to-Peer Environment. Proc. of the 14th Italian Symposium on Advanced Database Systems (SEBD 2006), pp. 361--372, 2006.ISBN 88-6068-018-2BibTeX
Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri, Giuseppe Zarola.A Peer-to-Peer Infrastructure for Sharing Electronic Patient Records. Proc. of the Workshop on the Use of P2P, GRID and Agents for the Development of Content Distribution Networks (UPGRADE-CDN 2006), pp. 48--53, 2006.BibTeX
Antonio Congiusta, Domenico Talia, Paolo Trunfio.Design of Knowledge Discovery Services Using the WS-Resource Framework. CoreGRID Integration Workshop 2005, pp. 11--20, 2005.BibTeX
Domenico Talia, Paolo Trunfio.Web Services for Peer-to-Peer Resource Discovery on the Grid. Sixth Thematic Workshop of the EU Network of Excellence DELOS, pp. 73--84, 2004.ISBN 88-87331-60-XBibTeX
Antonio Congiusta, Carlo Mastroianni, Andrea Pugliese, Domenico Talia, Paolo Trunfio.Enabling Knowledge Discovery Services on Grids. Proc. of the 2nd European AcrossGrids Conference (AxGrids 2004), Springer, vol. 3165, pp. 250--259, 2004.ISBN 3-540-22888-8BibTeX
Antonio Congiusta, Domenico Talia, Paolo Trunfio.VEGA: A Visual Environment for Developing Complex Grid Applications. Proc. of the First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003), pp. 56--66, 2003.ISBN 0-9734039-0-XBibTeXPDF
Mario Cannataro, Domenico Talia, Paolo Trunfio.Design of Distributed Data Mining Applications on the Knowledge Grid. Proc. of the National Science Foundation Workshop on Next Generation Data Mining (NGDM'02), pp. 191--195, 2002.BibTeX
Mario Cannataro, Antonio Congiusta, Domenico Talia, Paolo Trunfio.A data mining toolset for distributed high-performance platforms. Proc. of the 3rd International Conference on Data Mining Methods and Databases for Engineering, Finance and Others Fields (Data Mining 2002), WIT Press, pp. 41--50, 2002.ISBN 1-85312-925-9BibTeXPDF
Mario Cannataro, Antonella Guzzo, Andrea Pugliese, Paolo Trunfio.Web-based Knowledge Management in Public Administration: the RISI-Arianna Experience. Proc. of the W3C Conference EuroWeb 2001, Felici Editore, pp. 301--306, 2001.ISBN 88-88327-33-9BibTeX
Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio.Scheduling Data Mining Applications in Mobile Computing Environments. ERCIM News, n. 93, pp. 15--16, 2013.BibTeX
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.Large-Scale Data Analysis on Cloud Systems. ERCIM News, n. 89, pp. 26--27, 2012.BibTeXPDF
Carmela Comito, Domenico Talia, Paolo Trunfio.Improving Energy Efficiency of Mobile Applications Through Network Clustering. Proc. of the COST Action IC0804 on Large Scale Distributed Systems - 2nd Year, pp. 112--116, 2011.ISBN 978-2-917490-18-1BibTeX
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures. ERCIM News, n. 83, pp. 44-45, 2010.BibTeXPDF
Adriana Iamnitchi, Paolo Trunfio, Jonathan Ledlie, Florian Schintke.Peer-to-Peer Computing. Proc. of the 16th European Conference on Parallel Computing (EuroPar 2010), Springer, vol. 6271, pp. 444--445, 2010.Topic introduction - ISBN 978-3-642-15276-4BibTeX
Carmela Comito, Domenico Talia, Paolo Trunfio.A Distributed Architecture for Energy-Efficient Data Mining over Mobile Devices. Proc. of the COST Action IC0804 on Large Scale Distributed Systems - 1st Year, pp. 28--31, 2010.ISBN 978-2-917490-10-5BibTeX
Harris Papadakis, Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou.An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service. CoreGRID Network of Excellence - Research Topic Self-* and adaptive mechanisms, n. TR-0179, 2009.BibTeX
Artur Andrzejak, Carlo Mastroianni, Paraskevi Fragopoulou, Derrick Kondo, Paul Malecot, Alexander Reinefeld, Florian Schintke, T. Schütt, George-Cosmin Silaghi, Luis Moura Silva, Paolo Trunfio, Demetris Zeinalipour-Yazti, Eugenio Zimeo.Grid Architectural Issues: State-of-the-art and Future Trends. Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence, n. WHP-0004, 2008.BibTeX
Paolo Trunfio, Domenico Talia, Ali Ghodsi, Seif Haridi.Implementing Dynamic Querying Search in k-ary DHT-based Overlays. Pre-Proc. of the CoreGRID Integration Workshop 2008, pp. 253–-264, 2008.ISBN 978-960-524-260-2BibTeX
Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri, Giovanni Zarola.Sharing Electronic Patient Records Using A Peer-to-Peer Infrastructure. Proc. of the 11th World Congress on Internet in Medicine (Mednet 2006), 2006.AbstractBibTeX
Domenico Talia, Paolo Trunfio, Jingdi Zeng, Mikael Högqvist.A Peer-to-Peer Framework for Resource Discovery in Large-scale Grids. Pre-Proc. of the CoreGRID Integration Workshop 2006, pp. 249--260, 2006.ISBN 83-915141-6-1BibTeX
Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou, Harris Papadakis, Matteo Mordacchini, Mika Pennanen, Konstantin Popov, Vladimir Vlassov, Seif Haridi.Peer-to-Peer Models for Resource Discovery on Grids. Institute on System Architecture, CoreGRID - Network of Excellence, n. TR-0028, 2006.BibTeX
Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou, Harris Papadakis, Matteo Mordacchini, Mika Pennanen, Konstantin Popov, Vladimir Vlassov, Seif Haridi.Peer-to-Peer Models for Resource Discovery on Grids. Proc. of the 2nd CoreGRID Workshop on Grid and Peer to Peer Systems Architecture, 2006.BibTeX
Mario Cannataro, Carmela Comito, Antonio Congiusta, Carlo Mastroianni, Andrea Pugliese, Domenico Talia, Paolo Trunfio, Pierangelo Veltri.Architecture, Metadata and Ontologies in the Knowledge Grid. Proc. of the 1st IST Workshop on Metadata Management in Grid and P2P Systems: Models, Services and Architectures (MMGPS 2003), vol. 95, 2003.ISSN 1613-0073BibTeX
Domenico Talia, Paolo Trunfio.Toward a synergy between P2P and grids. IEEE Distributed Systems Online, vol. 4, n. 7, 2003.Originally appeared in IEEE Internet Computing vol. 7, n. 4, pp. 94-96BibTeX
Mario Cannataro, Domenico Talia, Paolo Trunfio.The Knowledge Grid: Towards an Architecture for Knowledge Discovery on the Grid. Proc. of the 1st EuroGlobus Workshop, 2001.AbstractBibTeXPDF
