| 2025 | ECAI | Neural Topic Modeling in Social Media by Clustering Latent Hashtag Representations. | Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio |
| 2025 | EuroPar | Scalable Compression of Massive Data Collections on HPC Systems. | Loris Belcastro, Paolo Ferragina, Giovanni Manzini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio |
| 2025 | ICCS | Data-Centric Parallel Programming Abstractions for High Performance Computations. | Domenico Talia |
| 2024 | DCOSS | A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum. | Loris Belcastro, Fabrizio Marozzo, Aleandro Presta, Domenico Talia |
| 2024 | DIS | Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation. | Riccardo Cantini, Giada Cosenza, Alessio Orsino, Domenico Talia |
| 2024 | HPDC | Programming Tools for High-Performance Data Analysis. | Domenico Talia, Paolo Trunfio |
| 2023 | DCOSS | Scaling Machine Learning at the Edge-Cloud: A Distributed Computing Perspective. | Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio |
| 2023 | DIS | Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERT. | Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo, Domenico Talia |
| 2023 | PDP | Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility. | Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio |
| 2022 | DASC | Edge Computing Solutions for Distributed Machine Learning. | Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio |
| 2022 | SBAC-PAD | Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model. | Javier Garca-Blas, Javier Fernndez Muoz, Jess Carretero, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Alberto Fernndez-Pena, Daniel Martn de Blas |
| 2021 | HPDC | An Osmotic Ecosystem for Data Streaming Applications in Smart Cities. | Emanuele Carlini, Lorenzo Carnevale, Massimo Coppola, Patrizio Dazzi, Gabriele Mencagli, Domenico Talia, Massimo Villari |
| 2020 | CLOSER | Cloud Computing for Enabling Big Data Analysis. | Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio |
| 2020 | CLOSER | Cloud Computing for Enabling Big Data Analysis Services. | Domenico Talia |
| 2019 | EuroPar | A Novel Data-Centric Programming Model for Large-Scale Parallel Systems. | Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Javier Garca Blas, David del Rio Astorga, Philippe Couve, Gal Goret, Lionel Vincent, Alberto Fernndez-Pena, Daniel Martn de Blas, Mirko Nardi, Teresa Pizzuti, Adrian F. Spataru, Marek Justyna |
| 2018 | SmartComp | A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities. | Charlie Catlett, Eugenio Cesario, Domenico Talia, Andrea Vinci |
| 2017 | DSAA | A Peak Detection Method to Uncover Events from Social Media. | Carmela Comito, Deborah Falcone, Domenico Talia |
| 2017 | EuroPar | Appraising SPARK on Large-Scale Social Media Analysis. | Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio |
| 2016 | DASC | Forecasting Crimes Using Autoregressive Models. | Eugenio Cesario, Charlie Catlett, Domenico Talia |
| 2016 | DASC | A Comprehensive Validation Methodology for Trajectory Pattern Mining of GPS Data. | Eugenio Cesario, Carmela Comito, Domenico Talia |
| 2015 | DSAA | Evaluating and predicting energy consumption of data mining algorithms on mobile devices. | Carmela Comito, Domenico Talia |
| 2015 | PDP | Energy-Aware Migration of Virtual Machines Driven by Predictive Data Mining Models. | Albino Altomare, Eugenio Cesario, Domenico Talia |
| 2014 | HPCC | Trajectory Pattern Mining over a Cloud-Based Framework for Urban Computing. | Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia |
| 2014 | IC3K | Big Data Mining Services and Distributed Knowledge Discovery Applications on Clouds. | Domenico Talia |
| 2013 | CloudCom | Using Clouds for Smart City Applications. | Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia |
| 2013 | EuroPar | Topic 9: Parallel and Distributed Programming - (Introduction). | Jos Cunha, Michael Philippsen, Domenico Talia, Ana Lucia Varbanescu |
| 2013 | SC | Scalable script-based data analysis workflows on clouds. | Fabrizio Marozzo, Domenico Talia, Paolo Trunfio |
| 2012 | CBMS | A Consistency Checker for verifying the knowledge encoded into clinical DSSs. | Eugenio Cesario, Massimo Esposito, Giuseppe De Pietro, Domenico Talia |
| 2012 | CISIS | Fault-Tolerant Distributed Knowledge Discovery Services for Grids. | Eugenio Cesario, Domenico Talia |
| 2012 | EuroPar | CoreGRID/ERCIM Workshop on Grids, Clouds and P2P Computing - CGWS2012. | Frdric Desprez, Domenico Talia, Ramin Yahyapour |
| 2012 | EuroPar | Enabling Cloud Interoperability with COMPSs. | Fabrizio Marozzo, Francesc Lordan, Roger Rafanell, Daniele Lezzi, Domenico Talia, Rosa M. Badia |
| 2012 | EuroPar | Using Clouds for Scalable Knowledge Discovery Applications. | Fabrizio Marozzo, Domenico Talia, Paolo Trunfio |
| 2012 | EuroPar | Topic 5: Parallel and Distributed Data Management. | Domenico Talia, Alex Delis, Haimonti Dutta, Arkady B. Zaslavsky |
| 2012 | IDC | A Distributed Allocation Strategy for Data Mining Tasks in Mobile Environments. | Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio |
| 2011 | CCGRID | A Sketch-Based Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams. | Eugenio Cesario, Antonio Grillo, Carlo Mastroianni, Domenico Talia |
| 2011 | CloudCom | A Cloud Framework for Parameter Sweeping Data Mining Applications. | Fabrizio Marozzo, Domenico Talia, Paolo Trunfio |
| 2011 | DASC | Energy Efficient Task Allocation over Mobile Networks. | Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio |
| 2011 | PDP | A Failure Handling Framework for Distributed Data Mining Services on the Grid. | Eugenio Cesario, Domenico Talia |
| 2011 | PDP | A Framework for Managing MapReduce Applications in Dynamic Distributed Environments. | Fabrizio Marozzo, Domenico Talia, Paolo Trunfio |
| 2011 | SC | Characterizing quality of resilience in scientific workflows. | Rafael Tolosana-Calasanz, Marco Lackovic, Omer F. Rana, Jos A. Baares, Domenico Talia |
| 2010 | CCGRID | ERGOT: A Semantic-Based System for Service Discovery in Distributed Infrastructures. | Giuseppe Pirr, Paolo Trunfio, Domenico Talia, Paolo Missier, Carole A. Goble |
| 2010 | IDEAS | A logic approach to virtual sensor networks. | Luciano Caroprese, Carmela Comito, Domenico Talia, Ester Zumpano |
| 2010 | IDEAS | Selectivity-based XML query processing in structured peer-to-peer networks. | Carmela Comito, Domenico Talia, Paolo Trunfio |
| 2009 | EuroPar | Distributed Data Mining using a Public Resource Computing Framework. | Eugenio Cesario, Nicola De Caria, Carlo Mastroianni, Domenico Talia |
| 2009 | EuroPar | An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service. | Harris Papadakis, Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou |
| 2009 | EuroPar | Introduction. | Domenico Talia, Jason Maassen, Fabrice Huet, Shantenu Jha |
| 2009 | GPC | A Service-Oriented Framework for Executing Data Mining Workflows on Grids. | Marco Lackovic, Domenico Talia, Paolo Trunfio |
| 2009 | ISDA | Combining DHTs and SONs for Semantic-Based Service Discovery. | Giuseppe Pirr, Paolo Missier, Paolo Trunfio, Domenico Talia, Gabriele Falace, Carole A. Goble |
| 2008 | EuroPar | Distributed Data Mining Tasks and Patterns as Services. | Domenico Talia |
| 2008 | EuroPar | Topic 5: Parallel and Distributed Databases. | Domenico Talia, Josep Llus Larriba-Pey, Hillol Kargupta, Esther Pacitti |
| 2008 | HPDC | Advanced semantic search and retrieval in a collaborative peer-to-peer system. | Giuseppe Pirr, Massimo Ruffolo, Domenico Talia |
| 2008 | ICDM | Distributed Data Mining Models as Services on the Grid. | Eugenio Cesario, Domenico Talia |
| 2008 | ICDM | Service Oriented KDD: A Framework for Grid Data Mining Workflows. | Marco Lackovic, Domenico Talia, Paolo Trunfio |
| 2008 | KES | An Algorithm for Discovering Ontology Mappings in P2P Systems. | Giuseppe Pirr, Massimo Ruffolo, Domenico Talia |
| 2007 | CCGRID | A Service-Oriented System to Support Data Integration on Data Grids. | Anastasios Gounaris, Carmela Comito, Rizos Sakellariou, Domenico Talia |
| 2007 | HPDC | Data consistency in a p2p knowledge management platform. | Carlo Mastroianni, Giuseppe Pirr, Domenico Talia |
| 2007 | PDP | Evaluating Resource Discovery Protocols for Hierarchical and Super-Peer Grid Information Systems. | Carlo Mastroianni, Domenico Talia, Oreste Verta |
| 2007 | PDP | Using Grids for Exploiting Data Abundance in Science. | Domenico Talia |
| 2006 | EuroPar | A Super-Peer Model for Multiple Job Submission on a Grid. | Pasquale Cozza, Carlo Mastroianni, Domenico Talia, Ian J. Taylor |
| 2006 | EuroPar | Introduction. | Norbert Meyer, Domenico Talia, Ramin Yahyapour |
| 2006 | EuroPar | Topic 5: Parallel and Distributed Databases, Data Mining and Knowledge Discovery. | Patrick Valduriez, Wolfgang Lehner, Domenico Talia, Paul Watson |
| 2006 | ICCSA | WSRF Services for Composing Distributed Data Mining Applications on Grids: Functionality and Performance. | Domenico Talia, Paolo Trunfio, Oreste Verta |
| 2006 | ISCC | A Semantic Overlay Network for P2P Schema-Based Data Integration. | Carmela Comito, Simon Patarin, Domenico Talia |
| 2005 | EuroPar | Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. | Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho |
| 2005 | HPCC | A Metadata Model and Information System for the Management of Resources in a Grid-Based PSE Toolkit. | Carmela Comito, Carlo Mastroianni, Domenico Talia |
| 2004 | EuroPar | Topic 16: Integrated Problem Solving Environments. | Daniela di Serafino, Elias N. Houstis, Peter M. A. Sloot, Domenico Talia |
| 2004 | EuroPar | A P2P Grid Services-Based Protocol: Design and Evaluation. | Domenico Talia, Paolo Trunfio |
| 2004 | ICCSA | Application-Oriented Scheduling in the Knowledge Grid: A Model and Architecture. | Andrea Pugliese, Domenico Talia |
| 2003 | EuroPar | Topic Introduction. | Bernhard Mitschang, David B. Skillicorn, Philippe Bonnet, Domenico Talia |
| 2003 | ISMIS | Knowledge Discovery Services and Tools on Grids. | Domenico Talia |
| 2002 | DEXA | Eureka! : A Tool for Interactive Knowledge Discovery. | Giuseppe Manco, Clara Pizzuti, Domenico Talia |
| 2002 | EuroPar | Parallel and Distributed Databases, Data Mining and Knowledge Discovery. | Harald Kosch, David B. Skillicorn, Domenico Talia |
| 2002 | PDP | Efficient Implementation of Cellular Algorithms on Reconfigurable Hardware. | Pasquale Corsonello, Giandomenico Spezzano, Giovanni Staino, Domenico Talia |
| 2001 | PDP | Implementing Standard and Nonstandard Parallel Cellular Automata in CARPET. | Domenico Talia |
| 1999 | EuroPar | High Performance Data Mining and Knowledge Discovery - Introduction. | David B. Skillicorn, Domenico Talia |
| 1998 | EuroPar | Language Constructs and Run-Time System for Parallel Cellular Programming. | Giandomenico Spezzano, Domenico Talia |
| 1992 | ICLP | Dynamic Process Scheduling in a Parallel Logic Machine. | Mario Cannataro, Yaroslav D. Sergeyev, Giandomenico Spezzano, Domenico Talia |