{"id":483,"date":"2015-03-10T16:44:59","date_gmt":"2015-03-10T14:44:59","guid":{"rendered":"http:\/\/www.fabriziomarozzo.it\/?page_id=483"},"modified":"2016-11-29T12:22:41","modified_gmt":"2016-11-29T12:22:41","slug":"publications","status":"publish","type":"page","link":"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<section class=\"bibadminpubs\"><h2>Publications by fabrizio marozzo<\/h2><nav class=\"bibadminpubs-toolbar\" aria-label=\"Publication display\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type\">By category<\/a><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=year\">By year<\/a><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1\">BibTeX<\/a><\/nav><h3>Books<\/h3><ol start=\"1\"><li data-publication-id=\"1081\"><span class=\"bibadminpubs-authors\">Cristina Stolojescu-Crisan, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/books978-3-7258-8102-4\" target=\"_blank\" rel=\"noopener\">The Internet of Things (IoT) and Its Application in Monitoring<\/a><\/strong>. <span class=\"bibadminpubs-source\">MDPI, 2026.<\/span> <em>ISBN 978-3-7258-8101-7 (Hardback); ISBN 978-3-7258-8102-4 (PDF)<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1081\" aria-label=\"BibTeX: The Internet of Things (IoT) and Its Application in Monitoring\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1078\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Riccardo Cantini.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/books978-3-7258-7704-1\" target=\"_blank\" rel=\"noopener\">Generative AI and Large Language Models<\/a><\/strong>. <span class=\"bibadminpubs-source\">MDPI, 2026.<\/span> <em>ISBN: 978-3-7258-7703-4 (Hardback); ISBN 978-3-7258-7704-1 (PDF)<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1078\" aria-label=\"BibTeX: Generative AI and Large Language Models\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1011\"><span class=\"bibadminpubs-authors\">Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Riccardo Cantini, Alessio Orsino.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1142\/q0444\" target=\"_blank\" rel=\"noopener\">Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs<\/a><\/strong>. <span class=\"bibadminpubs-source\">World Scientific, 2024.<\/span> <em>ISBN: 978-1-80061-504-5<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1011\" aria-label=\"BibTeX: Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1006\"><span class=\"bibadminpubs-authors\">Domenico Talia, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/books978-3-0365-8001-2\" target=\"_blank\" rel=\"noopener\">Review Papers in Big Data, Cloud-Based Data Analysis and Learning Systems<\/a><\/strong>. <span class=\"bibadminpubs-source\">2023.<\/span> <em>ISBN 978-3-0365-8000-5 (hardback); ISBN 978-3-0365-8001-2 (PDF)<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1006\" aria-label=\"BibTeX: Review Papers in Big Data, Cloud-Based Data Analysis and Learning Systems\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"781\"><span class=\"bibadminpubs-authors\">Domenico Talia, Paolo Trunfio, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1016\/C2014-0-02172-7\" target=\"_blank\" rel=\"noopener\">Data Analysis in the Cloud: Models, Techniques and Applications<\/a><\/strong>. <span class=\"bibadminpubs-source\">Elsevier, 2015.<\/span> <em>ISBN 978-0-12-802881-0<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=781\" aria-label=\"BibTeX: Data Analysis in the Cloud: Models, Techniques and Applications\">BibTeX<\/a><\/span><\/li><\/ol><h3>Edited books and proceedings<\/h3><ol start=\"6\"><li data-publication-id=\"1084\"><span class=\"bibadminpubs-authors\">Jesus Carretero, Javier Garcia-Blas, Victor Gergel, Vladimir Voevodi, Iosif Meyerov, Juan-Antonio Rico-Gallego, Juan C. D\u00c3\u00adaz-Mart\u00c3\u00adn, Pedro Alonso, Juan Durillo, Jos\u00c3\u00a9 Daniel Garcia S\u00c3\u00a1nchez, Alexey L. Lastovetsky, Fabrizio Marozzo, Qin Liu, Zakirul Alam Bhuiyan, Karl F\u00c3\u00bcrlinger, Jos\u00c3\u00a9 Gracia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-319-49956-7\" target=\"_blank\" rel=\"noopener\">Algorithms and Architectures for Parallel Processing<\/a><\/strong>. <span class=\"bibadminpubs-source\">Springer, 2016.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1084\" aria-label=\"BibTeX: Algorithms and Architectures for Parallel Processing\">BibTeX<\/a><\/span><\/li><\/ol><h3>Papers in journals<\/h3><ol start=\"7\"><li data-publication-id=\"1091\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Chiara D\u2019Ercoli, Zhongtian Sun, Tiago Azevedo, Richard Bethlehem, Fabrizio Marozzo, Pietro Lio, Michail Mamalakis.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/TNNLS.2026.3752955\" target=\"_blank\" rel=\"noopener\">Explainable Feature Attribution in Heterogeneous Clinical-to-Text Transformer Language Models for Alzheimer\u2019s Progression Diagnosis<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2026.<\/span> <em>To appear<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1091\" aria-label=\"BibTeX: Explainable Feature Attribution in Heterogeneous Clinical-to-Text Transformer Language Models for Alzheimer\u2019s Progression Diagnosis\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1087\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Francesco Gervino, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\">Explainable Detection of Depression Status Shifts from User Digital Traces<\/strong>. <span class=\"bibadminpubs-source\">Social Network Analysis and Mining, 2026.<\/span> <em>To appear<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1087\" aria-label=\"BibTeX: Explainable Detection of Depression Status Shifts from User Digital Traces\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1085\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1016\/j.chbah.2026.100377\" target=\"_blank\" rel=\"noopener\">When AI Becomes a Bridge Across Expertise: Human-AI Collaboration and the Limits of Agentic AI<\/a><\/strong>. <span class=\"bibadminpubs-source\">Computers in Human Behavior: Artificial Humans, n. 9, pp. 100377, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1085\" aria-label=\"BibTeX: When AI Becomes a Bridge Across Expertise: Human-AI Collaboration and the Limits of Agentic AI\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1080\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Loris Belcastro.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1142\/S0129065727500067\" target=\"_blank\" rel=\"noopener\">Progressive Disambiguation and Sycophancy Mitigation for Prompt Uncertainty in Generative AI<\/a><\/strong>. <span class=\"bibadminpubs-source\">International Journal of Neural Systems, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1080\" aria-label=\"BibTeX: Progressive Disambiguation and Sycophancy Mitigation for Prompt Uncertainty in Generative AI\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1077\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Simone Squillace, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/fi18060284\" target=\"_blank\" rel=\"noopener\">An Auditable LLM-RAG Architecture for Financial Document Intelligence and Decision Support<\/a><\/strong>. <span class=\"bibadminpubs-source\">Future Internet, vol. 18, n. 6, pp. 284, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1077\" aria-label=\"BibTeX: An Auditable LLM-RAG Architecture for Financial Document Intelligence and Decision Support\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1076\"><span class=\"bibadminpubs-authors\">Cristina Stolojescu-Crisan, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/app16104998\" target=\"_blank\" rel=\"noopener\">The Internet of Things (IoT) and Its Application in Monitoring<\/a><\/strong>. <span class=\"bibadminpubs-source\">Applied Sciences, vol. 16, n. 10, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1076\" aria-label=\"BibTeX: The Internet of Things (IoT) and Its Application in Monitoring\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1075\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Riccardo Cantini.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/bdcc10040127\" target=\"_blank\" rel=\"noopener\">Generative AI and Large Language Models<\/a><\/strong>. <span class=\"bibadminpubs-source\">Big Data and Cognitive Computing, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1075\" aria-label=\"BibTeX: Generative AI and Large Language Models\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1064\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Merve Gunduz-Cure, Fabrizio Marozzo, Sule Ozturk-Birim.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1007\/s10994-026-07037-7\" target=\"_blank\" rel=\"noopener\">Interpreting User Opinions: A Multidimensional Approach Leveraging Explainable AI and Generative Models<\/a><\/strong>. <span class=\"bibadminpubs-source\">Machine Learning, vol. 115, n. 140, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1064\" aria-label=\"BibTeX: Interpreting User Opinions: A Multidimensional Approach Leveraging Explainable AI and Generative Models\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1063\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Simone Gatto, Pietro Lio, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.3390\/fi18030174\" target=\"_blank\" rel=\"noopener\">Machine Unlearning: A Perspective, Taxonomy, and Benchmark Evaluation<\/a><\/strong>. <span class=\"bibadminpubs-source\">Future Internet, vol. 18, n. 3, pp. 174, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1063\" aria-label=\"BibTeX: Machine Unlearning: A Perspective, Taxonomy, and Benchmark Evaluation\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1062\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/ACCESS.2026.3677050\" target=\"_blank\" rel=\"noopener\">Understanding Political Polarization with Generative AI: A Large-Scale Analysis of Voter Preferences on Social Media<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Access, vol. 14, pp. 47389-47405, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1062\" aria-label=\"BibTeX: Understanding Political Polarization with Generative AI: A Large-Scale Analysis of Voter Preferences on Social Media\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1061\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/ACCESS.2026.3673012\" target=\"_blank\" rel=\"noopener\">Navigating the edge-cloud continuum: A state-of-practice survey<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Access, IEEE Access, vol. 14, pp. 40622-40647, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1061\" aria-label=\"BibTeX: Navigating the edge-cloud continuum: A state-of-practice survey\">BibTeX<\/a><a href=\"https:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=11433417\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1060\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Francesco Folino, Fabrizio Marozzo, L. Pontieri.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.array.2026.100705\" target=\"_blank\" rel=\"noopener\">Sustainable Hybrid Text Classification: Enhancing Encoder-Only Language Models with NLI-Derived Pseudo-Examples<\/a><\/strong>. <span class=\"bibadminpubs-source\">Array, n. 29, pp. 100705, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1060\" aria-label=\"BibTeX: Sustainable Hybrid Text Classification: Enhancing Encoder-Only Language Models with NLI-Derived Pseudo-Examples\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1057\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/TCSS.2025.3621724\" target=\"_blank\" rel=\"noopener\">Dynamic Hashtag Recommendation in Social Media with Trend Shift Detection and Adaptation<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Transactions on Computational Social Systems, vol. 13, n. 2, pp. 1989-2001, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1057\" aria-label=\"BibTeX: Dynamic Hashtag Recommendation in Social Media with Trend Shift Detection and Adaptation\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1056\"><span class=\"bibadminpubs-authors\">Francesco Blefari, Cristian Cosentino, Francesco Aurelio Pironti, Angelo Furfaro, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.future.2025.108186\" target=\"_blank\" rel=\"noopener\">CyberRAG: An Agentic RAG cyber attack classification and reporting tool<\/a><\/strong>. <span class=\"bibadminpubs-source\">Future Generation Computer Systems\r\n, vol. 176, pp. 108186, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1056\" aria-label=\"BibTeX: CyberRAG: An Agentic RAG cyber attack classification and reporting tool\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1054\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Carmine Carlucci, Cristian Cosentino, Pietro Lio, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.future.2025.108160\" target=\"_blank\" rel=\"noopener\">Enhancing Network Security Using Knowledge Graphs and Large Language Models for Explainable Threat Detection<\/a><\/strong>. <span class=\"bibadminpubs-source\">Future Generation Computer Systems, vol. 176, pp. 108160, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1054\" aria-label=\"BibTeX: Enhancing Network Security Using Knowledge Graphs and Large Language Models for Explainable Threat Detection\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1059\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo, Merve Gunduz-Cure, Sule Ozturk-Birim.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/TCSS.2025.3631137\" target=\"_blank\" rel=\"noopener\">Multistakeholder Disaster Insights from Social Media Using Large Language Models<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Transactions on Computational Social Systems, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1059\" aria-label=\"BibTeX: Multistakeholder Disaster Insights from Social Media Using Large Language Models\">BibTeX<\/a><a href=\"https:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=11304290\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1049\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.osnem.2025.100321\" target=\"_blank\" rel=\"noopener\">Detecting mental disorder on social media: a ChatGPT-augmented explainable approach<\/a><\/strong>. <span class=\"bibadminpubs-source\">Online Social Networks and Media, vol. 48, pp. 100321, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1049\" aria-label=\"BibTeX: Detecting mental disorder on social media: a ChatGPT-augmented explainable approach\">BibTeX<\/a><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2468696425000229\/pdfft?md5=3c48dd042288a75437ee2dc5e89bf926&amp;pid=1-s2.0-S2468696425000229-main.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1037\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.osnem.2024.100295\" target=\"_blank\" rel=\"noopener\">Harnessing Prompt-based Large Language Models for Disaster Monitoring and Automated Reporting from Social Media Feedback<\/a><\/strong>. <span class=\"bibadminpubs-source\">Online Social Networks and Media, vol. 45, pp. 100295, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1037\" aria-label=\"BibTeX: Harnessing Prompt-based Large Language Models for Disaster Monitoring and Automated Reporting from Social Media Feedback\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/OSNEM_LLMs_Disaster.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1034\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/s10994-024-06727-4\" target=\"_blank\" rel=\"noopener\">Unmasking Deception: A Topic-Oriented Multimodal Approach to Uncover False Information on Social Media<\/a><\/strong>. <span class=\"bibadminpubs-source\">Machine Learning, vol. 114, n. 13, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1034\" aria-label=\"BibTeX: Unmasking Deception: A Topic-Oriented Multimodal Approach to Uncover False Information on Social Media\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Topic-multimodal-falseinformation-ML-2.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1022\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Salvatore Giamp\u00e0, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Nihad Mammadli.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/s11227-023-05883-z\" target=\"_blank\" rel=\"noopener\">Boosting HPC Data Analysis Performance with the ParSoDA-Py Library<\/a><\/strong>. <span class=\"bibadminpubs-source\">Journal of Supercomputing, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1022\" aria-label=\"BibTeX: Boosting HPC Data Analysis Performance with the ParSoDA-Py Library\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/PyCOMPSs_and_ParSoDA__SUPE_.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1021\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vazquez-Novoa.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1186\/s40537-023-00862-w\" target=\"_blank\" rel=\"noopener\">Block size estimation for data partitioning in HPC applications using machine learning techniques<\/a><\/strong>. <span class=\"bibadminpubs-source\">Journal of Big Data, vol. 11, n. 19, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1021\" aria-label=\"BibTeX: Block size estimation for data partitioning in HPC applications using machine learning techniques\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Block size estimation_Journal of Big Data_online.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1020\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Domenico Carbone, Cristian Cosentino, Fabrizio Marozzo, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/a16120542\" target=\"_blank\" rel=\"noopener\">Enhancing Cryptocurrency Price Forecasting: Integrating Machine Learning with Social Media and Market Data<\/a><\/strong>. <span class=\"bibadminpubs-source\">Algorithms, n. 12, 2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1020\" aria-label=\"BibTeX: Enhancing Cryptocurrency Price Forecasting: Integrating Machine Learning with Social Media and Market Data\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/algorithms-2724107-rev.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1001\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/bdcc7020104\" target=\"_blank\" rel=\"noopener\">Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems<\/a><\/strong>. <span class=\"bibadminpubs-source\">Big Data and Cognitive Computing, vol. 7, n. 2, 2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1001\" aria-label=\"BibTeX: Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"999\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/ACCESS.2023.3267471\" target=\"_blank\" rel=\"noopener\">Edge-cloud continuum solutions for urban mobility prediction and planning<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Access, vol. 11, pp. 38864-38874, 2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=999\" aria-label=\"BibTeX: Edge-cloud continuum solutions for urban mobility prediction and planning\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Edge_cloud_continuum_solutions_for_urban_mobility.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"993\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Loris Belcastro.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/app122010567\" target=\"_blank\" rel=\"noopener\">Cloud Computing for Big Data Analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">Applied Sciences, vol. 12, n. 20, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=993\" aria-label=\"BibTeX: Cloud Computing for Big Data Analysis\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"986\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Francesco Branda, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1007\/s13278-022-00913-9\" target=\"_blank\" rel=\"noopener\">Analyzing voter behavior on social media during the 2020 US presidential election campaign<\/a><\/strong>. <span class=\"bibadminpubs-source\">Social Network Analysis and Mining, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=986\" aria-label=\"BibTeX: Analyzing voter behavior on social media during the 2020 US presidential election campaign\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/USA2020-SNAM-online.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"985\"><span class=\"bibadminpubs-authors\">Jorge Ejarque, Rosa M. Badia, Lo\u00c3\u00afc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D&#039;Anca, Donatello Elia, Fran\u00c3\u00a7ois Exertier, Sandro Fiore, Jos\u00c3\u00a9 Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Lovholt, Jorge Macias, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio-Velasco, Marta Pienkowska, Josep De la Puente, Anna Queralt, Enrique S. Quintana-Ort\u00c3\u00ad, Juan E. Rodr\u00c3\u00adguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.future.2022.04.014\" target=\"_blank\" rel=\"noopener\">Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence<\/a><\/strong>. <span class=\"bibadminpubs-source\">Future Generation Computer Systems, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=985\" aria-label=\"BibTeX: Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/DI-Workflows-HPC-BD-AI.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"983\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3390\/app12031209\" target=\"_blank\" rel=\"noopener\">Knowledge Discovery From Large Amounts Of Social Media Data<\/a><\/strong>. <span class=\"bibadminpubs-source\">Applied Sciences, vol. 12, n. 3, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=983\" aria-label=\"BibTeX: Knowledge Discovery From Large Amounts Of Social Media Data\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Knowledge_discovery_from_Social_Big_Data_on_Cloud.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"982\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.3390\/bdcc6010003\" target=\"_blank\" rel=\"noopener\">Analyzing Political Polarization on Social Media by Deleting Bot Spamming<\/a><\/strong>. <span class=\"bibadminpubs-source\">Big Data and Cognitive Computing, vol. 1, n. 6, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=982\" aria-label=\"BibTeX: Analyzing Political Polarization on Social Media by Deleting Bot Spamming\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/BDCC-Pol2-Bot-Spam-preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"981\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1186\/s40537-021-00555-2\" target=\"_blank\" rel=\"noopener\">Programming Big Data Analysis: Principles and Solutions<\/a><\/strong>. <span class=\"bibadminpubs-source\">Journal of Big Data, vol. 9, n. 4, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=981\" aria-label=\"BibTeX: Programming Big Data Analysis: Principles and Solutions\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Big_Data_Analysis_Survey-Preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"971\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo, Giovanni Bruno, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1145\/3466876\" target=\"_blank\" rel=\"noopener\">Learning sentence-to-hashtags semantic mapping for hashtag recommendation on microblogs<\/a><\/strong>. <span class=\"bibadminpubs-source\">ACM Transactions on Knowledge Discovery from Data, vol. 16, n. 2, pp. 1-26, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=971\" aria-label=\"BibTeX: Learning sentence-to-hashtags semantic mapping for hashtag recommendation on microblogs\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/HASHET_TKDD_online.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"978\"><span class=\"bibadminpubs-authors\">Dragi Kimovski, Roland Matha, Gabriel Iuhasz, Fabrizio Marozzo, Dana Petcu, Radu Prodan.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.3389\/fdata.2021.657218\" target=\"_blank\" rel=\"noopener\">Autotuning of exascale applications with anomalies detection<\/a><\/strong>. <span class=\"bibadminpubs-source\">Frontiers in Big Data, vol. 4, pp. 101, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=978\" aria-label=\"BibTeX: Autotuning of exascale applications with anomalies detection\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/fdata-04-657218-ott.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"977\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo, Silvio Mazza, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.osnem.2021.100167\" target=\"_blank\" rel=\"noopener\">A Weighted Artificial Bee Colony Algorithm for Influence Maximization<\/a><\/strong>. <span class=\"bibadminpubs-source\">Online Social Networks and Media, vol. 26, pp. 100167, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=977\" aria-label=\"BibTeX: A Weighted Artificial Bee Colony Algorithm for Influence Maximization\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/WABC_OSNEM_preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"975\"><span class=\"bibadminpubs-authors\">Raphael Camargo, Fabrizio Marozzo, Wellington Martins.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1002\/cpe.6526\" target=\"_blank\" rel=\"noopener\">Computer architecture and high performance computing<\/a><\/strong>. <span class=\"bibadminpubs-source\">Concurrency and Computation: Practice and Experience, vol. 33, n. 18, pp. e6526, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=975\" aria-label=\"BibTeX: Computer architecture and high performance computing\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"974\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Emanuele Perrella.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/scalab.dimes.unical.it\/pubadmin\/ https:\/\/doi.org\/10.1016\/j.eswa.2021.115733\" target=\"_blank\" rel=\"noopener\">Automatic detection of user trajectories from social media posts<\/a><\/strong>. <span class=\"bibadminpubs-source\">Expert Systems with Applications, vol. 186, pp. 115733, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=974\" aria-label=\"BibTeX: Automatic detection of user trajectories from social media posts\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/AUDESOME_ESWA-preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"970\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Francesco Branda, Themis Palpanas, Muhammad Imran.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1186\/s40537-021-00467-1\" target=\"_blank\" rel=\"noopener\">Using Social Media for Sub-Event Detection during Disasters<\/a><\/strong>. <span class=\"bibadminpubs-source\">Journal of Big Data, vol. 8, n. 79, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=970\" aria-label=\"BibTeX: Using Social Media for Sub-Event Detection during Disasters\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/SocialMedia-disaster-JBD-online.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"969\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/dx.doi.org\/10.3390\/fi13050121\" target=\"_blank\" rel=\"noopener\">Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines<\/a><\/strong>. <span class=\"bibadminpubs-source\">Future Internet, vol. 13, n. 5, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=969\" aria-label=\"BibTeX: Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/IIWM-FutureInternet-2021.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"965\"><span class=\"bibadminpubs-authors\">Salvatore Giamp\u00e0, Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2021.3067815\" target=\"_blank\" rel=\"noopener\">A data-aware scheduling strategy for executing large-scale distributed workflows<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Access, vol. 9, pp. 47354-47364, 2021.<\/span> <em>ISSN: 2169-3536<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=965\" aria-label=\"BibTeX: A data-aware scheduling strategy for executing large-scale distributed workflows\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/ADAGE-preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"945\"><span class=\"bibadminpubs-authors\">Loris Belcastro, M. Tahar Kechadi, Fabrizio Marozzo, Luca Pastore, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1002\/cpe.5638\" target=\"_blank\" rel=\"noopener\">Parallel extraction of Regions-of-Interest from social media data<\/a><\/strong>. <span class=\"bibadminpubs-source\">Concurrency and Computation: Practice and Experience, vol. 33, n. 8, pp. e5638, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=945\" aria-label=\"BibTeX: Parallel extraction of Regions-of-Interest from social media data\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/ParallelRoIDetection-ParCA.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"962\"><span class=\"bibadminpubs-authors\">Francesco Branda, Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.3390\/bdcc4040036\" target=\"_blank\" rel=\"noopener\">Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport<\/a><\/strong>. <span class=\"bibadminpubs-source\">Big Data and Cognitive Computing, vol. 4, n. 4, 2020.<\/span> <em>ISSN: 2504-2289<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=962\" aria-label=\"BibTeX: Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/BDCC-04-00036-comp.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"949\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2020.2978950\" target=\"_blank\" rel=\"noopener\">Learning Political Polarization on Social Media using Neural Networks<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Access, vol. 8, n. 1, pp. 47177-47187, 2020.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=949\" aria-label=\"BibTeX: Learning Political Polarization on Social Media using Neural Networks\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/IOM-NN_2020_IEEE_Access.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"947\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1002\/cpe.5723\" target=\"_blank\" rel=\"noopener\">A Sleep-and-Wake technique for reducing energy consumption in BitTorrent networks<\/a><\/strong>. <span class=\"bibadminpubs-source\">Concurrency and Computation: Practice and Experience, vol. 32, n. 14, pp. e5723, 2020.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=947\" aria-label=\"BibTeX: A Sleep-and-Wake technique for reducing energy consumption in BitTorrent networks\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/BitTorrentSW-CPE-FIN.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"934\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/doi.org\/10.1007\/s13278-018-0547-5\" target=\"_blank\" rel=\"noopener\">ParSoDA: High-Level Parallel Programming for Social Data Mining<\/a><\/strong>. <span class=\"bibadminpubs-source\">Social Network Analysis and Mining, vol. 9, n. 1, 2019.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=934\" aria-label=\"BibTeX: ParSoDA: High-Level Parallel Programming for Social Data Mining\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/15_SNAM-ParSoDA.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"913\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/scalab.dimes.unical.it\/pubadmin\/ http:\/\/dx.doi.org\/10.1080\/17445760.2017.1422501\" target=\"_blank\" rel=\"noopener\">Programming Models and Systems for Big Data Analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">International Journal of Parallel, Emergent and Distributed Systems, vol. 34, pp. 632-652, 2019.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=913\" aria-label=\"BibTeX: Programming Models and Systems for Big Data Analysis\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/IJPEDS-ProgrammingBigDataAnalysis-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"861\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1504\/IJAHUC.2019.100082\" target=\"_blank\" rel=\"noopener\">A Scalable Middleware for Context-aware Mobile Applications<\/a><\/strong>. <span class=\"bibadminpubs-source\">International Journal of Ad Hoc and Ubiquitous Computing, vol. 31, n. 2, pp. 112-122, 2019.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=861\" aria-label=\"BibTeX: A Scalable Middleware for Context-aware Mobile Applications\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Geocon-IJAHUC-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"908\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Alessandro Bessi.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/s13278-017-0479-5\" target=\"_blank\" rel=\"noopener\">Analyzing Polarization of Social Media Users and News Sites during Political Campaigns<\/a><\/strong>. <span class=\"bibadminpubs-source\">Social Network Analysis and Mining, vol. 8, n. 1, pp. 1-13, 2018.<\/span> <em>ISSN:1869-5469<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=908\" aria-label=\"BibTeX: Analyzing Polarization of Social Media Users and News Sites during Political Campaigns\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Polarization-SNAM-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"902\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/doi.acm.org\/10.1145\/3154411\" target=\"_blank\" rel=\"noopener\">G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data<\/a><\/strong>. <span class=\"bibadminpubs-source\">ACM Transactions on Knowledge Discovery from Data, vol. 12, n. 3, pp. 27:1-27:22, 2018.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=902\" aria-label=\"BibTeX: G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/GRoI_TKDD-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"810\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/TSC.2016.2589243\" target=\"_blank\" rel=\"noopener\">A Workflow Management System for Scalable Data Mining on Clouds<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Transactions On Services Computing, vol. 11, n. 3, pp. 480-492, 2018.<\/span> <em>ISSN: 1939-1374<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=810\" aria-label=\"BibTeX: A Workflow Management System for Scalable Data Mining on Clouds\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/VL4Cloud-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"904\"><span class=\"bibadminpubs-authors\">Eugenio Cesario, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.osnem.2017.10.002\" target=\"_blank\" rel=\"noopener\">SMA4TD: A Social Media Analysis Methodology for Trajectory Discovery in Large-Scale Events<\/a><\/strong>. <span class=\"bibadminpubs-source\">Online Social Networks and Media, vol. 3-4, pp. 49-62, 2017.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=904\" aria-label=\"BibTeX: SMA4TD: A Social Media Analysis Methodology for Trajectory Discovery in Large-Scale Events\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/SMA4TD-OSNEM-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"851\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Francisco Rodrigo Duro, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1002\/cpe.4229\" target=\"_blank\" rel=\"noopener\">A Data-aware Scheduling Strategy for Workflow Execution in Clouds<\/a><\/strong>. <span class=\"bibadminpubs-source\">Concurrency and Computation: Practice and Experience, Wiley InterScience, vol. 29, n. 24, 2017.<\/span> <em>ISSN: 1532-0634<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=851\" aria-label=\"BibTeX: A Data-aware Scheduling Strategy for Workflow Execution in Clouds\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/DataLocality-CPE-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"800\"><span class=\"bibadminpubs-authors\">Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/TPDS.2016.2565480\" target=\"_blank\" rel=\"noopener\">Trajectory Pattern Mining for Urban Computing in the Cloud<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE Transactions on Parallel and Distributed Systems, vol. 28, n. 2, pp. 586-599, 2017.<\/span> <em>ISSN:1045-9219<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=800\" aria-label=\"BibTeX: Trajectory Pattern Mining for Urban Computing in the Cloud\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/TrajectoryMining-TPDS-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"794\"><span class=\"bibadminpubs-authors\">Francisco Rodrigo Duro, Fabrizio Marozzo, Javier Garcia-Blas, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1007\/s11227-016-1678-y\" target=\"_blank\" rel=\"noopener\">Exploiting in-memory storage for improving workflow\r\nexecutions in Cloud platforms<\/a><\/strong>. <span class=\"bibadminpubs-source\">Journal of Supercomputing, Springer, vol. 72, n. 11, pp. 4069-4088, 2016.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=794\" aria-label=\"BibTeX: Exploiting in-memory storage for improving workflow\r\nexecutions in Cloud platforms\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/06_JOS-DMCFHercules.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"792\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1145\/2888402\" target=\"_blank\" rel=\"noopener\">Using Scalable Data Mining for Predicting Flight Delays<\/a><\/strong>. <span class=\"bibadminpubs-source\">ACM Transactions on Intelligent Systems and Technology, vol. 8, n. 1, pp. 5:1-5:20, 2016.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=792\" aria-label=\"BibTeX: Using Scalable Data Mining for Predicting Flight Delays\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/FlightDelay-TIST-PrePrint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"777\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1002\/cpe.3563\" target=\"_blank\" rel=\"noopener\">JS4Cloud: Script-based Workflow Programming for Scalable Data Analysis on Cloud Platforms<\/a><\/strong>. <span class=\"bibadminpubs-source\">Concurrency and Computation: Practice and Experience, Wiley InterScience  , vol. 27, n. 17, pp. 5214--5237, 2015.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=777\" aria-label=\"BibTeX: JS4Cloud: Script-based Workflow Programming for Scalable Data Analysis on Cloud Platforms\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/JS4Cloud-PrePrint-OK.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"780\"><span class=\"bibadminpubs-authors\">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.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.14529\/jsfi150201\" target=\"_blank\" rel=\"noopener\">Exascale machines require new programming paradigms and runtimes<\/a><\/strong>. <span class=\"bibadminpubs-source\">Supercomputing Frontiers and Innovations, vol. 2, n. 2, pp. 6--27, 2015.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=780\" aria-label=\"BibTeX: Exascale machines require new programming paradigms and runtimes\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Exascale Machines Require New Programming Paradigms andRuntimes.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"725\"><span class=\"bibadminpubs-authors\">Francesc Lordan, Enric Tejedor, Jorge Ejarque, Roger Rafanell, Javer \u00c1lvarez, Fabrizio Marozzo, Daniele Lezzi, Ra\u00fcl Sirvent, Domenico Talia, RosaM. Badia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1007\/s10723-013-9272-5\" target=\"_blank\" rel=\"noopener\">ServiceSs: An Interoperable Programming Framework for the Cloud<\/a><\/strong>. <span class=\"bibadminpubs-source\">Journal of Grid Computing, vol. 12, n. 1, pp. 67-91, 2014.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=725\" aria-label=\"BibTeX: ServiceSs: An Interoperable Programming Framework for the Cloud\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/ServiceSS-Interoperability.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"654\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1016\/j.jcss.2011.12.021\" target=\"_blank\" rel=\"noopener\">P2P-MapReduce: Parallel data processing in dynamic Cloud environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">Journal of Computer and System Sciences, Elsevier Science, vol. 78, n. 5, pp. 1382--1402, 2012.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=654\" aria-label=\"BibTeX: P2P-MapReduce: Parallel data processing in dynamic Cloud environments\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/papers\/pdf\/MarozzoTaliaTrunfioJCSS2012.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><\/ol><h3>Book chapters<\/h3><ol start=\"64\"><li data-publication-id=\"1043\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-031-91379-2_4\" target=\"_blank\" rel=\"noopener\">Shedding Light Inside the Black Box: Techniques for Explainable Artificial Intelligence in Healthcare<\/a><\/strong>. <span class=\"bibadminpubs-source\">Explainable Machine Intelligence in Healthcare, pp. 57-72, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1043\" aria-label=\"BibTeX: Shedding Light Inside the Black Box: Techniques for Explainable Artificial Intelligence in Healthcare\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1015\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Fabrizio Marozzo, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/B978-0-323-95502-7.00007-5\" target=\"_blank\" rel=\"noopener\">Infrastructures for High-Performance Computing: Cloud Computing Development Environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">Reference Module in Life Sciences, 2024.<\/span> <em>ISBN: 978-0-12-809633-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1015\" aria-label=\"BibTeX: Infrastructures for High-Performance Computing: Cloud Computing Development Environments\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Infrastructures for HPC Cloud Computing Development.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1014\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/B978-0-323-95502-7.00006-3\" target=\"_blank\" rel=\"noopener\">Infrastructures for High-Performance Computing: Cloud Infrastructures<\/a><\/strong>. <span class=\"bibadminpubs-source\">Reference Module in Life Sciences, Elsevier, 2024.<\/span> <em>ISBN: 978-0-12-809633-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1014\" aria-label=\"BibTeX: Infrastructures for High-Performance Computing: Cloud Infrastructures\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Infrastructures for HPC Cloud Infrastructures.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1013\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/B978-0-323-95502-7.00005-1\" target=\"_blank\" rel=\"noopener\">Infrastructures for High-Performance Computing: Cloud Computing<\/a><\/strong>. <span class=\"bibadminpubs-source\">Reference Module in Life Sciences, Elsevier, 2024.<\/span> <em>ISBN: 978-0-12-809633-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1013\" aria-label=\"BibTeX: Infrastructures for High-Performance Computing: Cloud Computing\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Infrastructures for HPC Cloud Computing.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1003\"><span class=\"bibadminpubs-authors\">Alessio Orsino, Riccardo Cantini, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-031-42194-5_9\" target=\"_blank\" rel=\"noopener\">Evaluating the performance of a multimodal speaker tracking system at the edge-to-cloud continuum<\/a><\/strong>. <span class=\"bibadminpubs-source\">Device-Edge-Cloud Continuum - Paradigms, Architectures and Applications, pp. 155-166, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1003\" aria-label=\"BibTeX: Evaluating the performance of a multimodal speaker tracking system at the edge-to-cloud continuum\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Speaker tracking system at the edge-to-cloud_chapter.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1002\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-42194-5_8\" target=\"_blank\" rel=\"noopener\">Deep learning meets smart agriculture: using LSTM networks to handle anomalous and missing sensor data in the compute continuum<\/a><\/strong>. <span class=\"bibadminpubs-source\">Device-Edge-Cloud Continuum - Paradigms, Architectures and Applications, pp. 141-153, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1002\" aria-label=\"BibTeX: Deep learning meets smart agriculture: using LSTM networks to handle anomalous and missing sensor data in the compute continuum\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Deep learning meets smart agriculture_chapter.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"995\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Alessio Orsino.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1201\/9781032629537-9\" target=\"_blank\" rel=\"noopener\">Hybrid edge\/cloud solutions for supporting autonomous vehicles<\/a><\/strong>. <span class=\"bibadminpubs-source\">Advances in Autonomous Vehicle Systems, 2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=995\" aria-label=\"BibTeX: Hybrid edge\/cloud solutions for supporting autonomous vehicles\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Autonomous_driving_on_edge_chapter.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"997\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Loris Belcastro.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-319-63962-8_136-2\" target=\"_blank\" rel=\"noopener\">Cloud Computing for Big Data Analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">Encyclopedia of Big Data Technologies, 2022.<\/span> <em>ISBN 978-3-319-63962-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=997\" aria-label=\"BibTeX: Cloud Computing for Big Data Analysis\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/cloud-computing-big-data-2022-preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"996\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-319-63962-8_137-2\" target=\"_blank\" rel=\"noopener\">Workflow systems for Big data analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">Encyclopedia of Big Data Technologies, pp. 1-7, 2022.<\/span> <em>ISBN 978-3-319-63962-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=996\" aria-label=\"BibTeX: Workflow systems for Big data analysis\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/workflow-big-data-2022-preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"966\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Loris Belcastro.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-1-0716-1839-4_2\" target=\"_blank\" rel=\"noopener\">High performance framework to analyze microarray data<\/a><\/strong>. <span class=\"bibadminpubs-source\">Microarray Data Analysis: Methods and Protocols, Springer, vol. 2401 , pp. 13-27, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=966\" aria-label=\"BibTeX: High performance framework to analyze microarray data\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/HPC-Microarray-Chapter.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"925\"><span class=\"bibadminpubs-authors\">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.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/dx.doi.org\/10.1049\/PBPC024E_ch4\" target=\"_blank\" rel=\"noopener\">Data management techniques<\/a><\/strong>. <span class=\"bibadminpubs-source\">Ultrascale Computing Systems, IET, pp. 85-126, 2019.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=925\" aria-label=\"BibTeX: Data management techniques\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/data-managment-techniques.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"917\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Loris Belcastro.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-319-63962-8_136-1\" target=\"_blank\" rel=\"noopener\">Cloud computing for Big Data analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">Encyclopedia of Big Data Technologies, Springer, 2018.<\/span> <em>ISBN 978-3-319-63962-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=917\" aria-label=\"BibTeX: Cloud computing for Big Data analysis\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/cloud-computing-big-data.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"915\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-319-63962-8_137-1\" target=\"_blank\" rel=\"noopener\">Workflow systems for Big data analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">Encyclopedia of Big Data Technologies, Springer, pp. 1-6, 2018.<\/span> <em>ISBN 978-3-319-63962-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=915\" aria-label=\"BibTeX: Workflow systems for Big data analysis\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/workflow-big-data.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"872\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/B978-0-12-809633-8.20375-0\" target=\"_blank\" rel=\"noopener\">Infrastructures for High-Performance Computing: Cloud Computing Development Environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">Encyclopedia of Bioinformatics and Computational Biology, Elsevier, 2018.<\/span> <em>ISBN 978-0-12-809633-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=872\" aria-label=\"BibTeX: Infrastructures for High-Performance Computing: Cloud Computing Development Environments\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Cloud-development-Ency-Bio.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"871\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/B978-0-12-809633-8.20374-9\" target=\"_blank\" rel=\"noopener\">Infrastructures for High-Performance Computing: Cloud Infrastructures<\/a><\/strong>. <span class=\"bibadminpubs-source\">Encyclopedia of Bioinformatics and Computational Biology, Elsevier, 2018.<\/span> <em>ISBN 978-0-12-809633-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=871\" aria-label=\"BibTeX: Infrastructures for High-Performance Computing: Cloud Infrastructures\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/cloud-infrastructures-Ency-Bio.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"816\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-49340-4_4\" target=\"_blank\" rel=\"noopener\">Big Data Analysis on Clouds<\/a><\/strong>. <span class=\"bibadminpubs-source\">Handbook of Big Data Technologies, Springer, pp. 101-142, 2017.<\/span> <em>ISBN: 978-3-319-49339-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=816\" aria-label=\"BibTeX: Big Data Analysis on Clouds\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/2017-BigDataAnalysisOnClouds.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"835\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-54645-2_8\" target=\"_blank\" rel=\"noopener\">Implementing MapReduce Applications in Dynamic Cloud Environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">Cloud Computing: Principles, Systems and Applications, second edition, Springer, pp. 211-223, 2017.<\/span> <em>ISBN: 978-3-319-54645-2<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=835\" aria-label=\"BibTeX: Implementing MapReduce Applications in Dynamic Cloud Environments\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/b_Chapter-Update-P2PMapReduce.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"776\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/eu.wiley.com\/WileyCDA\/WileyTitle\/productCd-1118821971,subjectCd-CS40.html\" target=\"_blank\" rel=\"noopener\">Cloud Services for Distributed Knowledge Discovery<\/a><\/strong>. <span class=\"bibadminpubs-source\">Encyclopedia of Cloud Computing, Wiley-IEEE, pp. 774--785, 2016.<\/span> <em>ISBN 978-1-118-82197-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=776\" aria-label=\"BibTeX: Cloud Services for Distributed Knowledge Discovery\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/cloud-services.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"623\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-1-84996-241-4_7\" target=\"_blank\" rel=\"noopener\">A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">Cloud Computing: Principles, Systems and Applications, Springer, pp. 113--125, 2010.<\/span> <em>ISBN 978-1-84996-240-7<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=623\" aria-label=\"BibTeX: A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Chapter-P2P-MapReduce.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><\/ol><h3>Papers in conference proceedings<\/h3><ol start=\"83\"><li data-publication-id=\"1086\"><span class=\"bibadminpubs-authors\">Sule Ozturk-Birim, Merve Gunduz-Cure, Pietro Lio, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\">Improving AI-Assisted Decision Making through Agentic Knowledge Graph Reasoning<\/strong>. <span class=\"bibadminpubs-source\">8th International Conference on Industry of the Future and Smart Manufacturing (ISM 2026), 2026.<\/span> <em>To appear<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1086\" aria-label=\"BibTeX: Improving AI-Assisted Decision Making through Agentic Knowledge Graph Reasoning\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1083\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Loris Belcastro.<\/span> <strong class=\"bibadminpubs-title\">LLM-Assisted Deployment Planning for Industrial IoT Workflows Across the Edge-Cloud Continuum<\/strong>. <span class=\"bibadminpubs-source\">IEEE International eScience Conference (eScience26), 2026.<\/span> <em>To appear<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1083\" aria-label=\"BibTeX: LLM-Assisted Deployment Planning for Industrial IoT Workflows Across the Edge-Cloud Continuum\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1082\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\">Operational Digital Twin Instantiation for Edge-to-Cloud Service Platforms<\/strong>. <span class=\"bibadminpubs-source\">IEEE Smart World Congress 2026 (IEEE SWC 2026), 2026.<\/span> <em>To appear<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1082\" aria-label=\"BibTeX: Operational Digital Twin Instantiation for Edge-to-Cloud Service Platforms\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/swc26_trunfio.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1079\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Fabrizio Marozzo, Francesco Felicetti, Francesco Lamonaca, Pietro Lio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/MetroLivEnv70468.2026.11659871\" target=\"_blank\" rel=\"noopener\">Metrologically Grounded Graph-Augmented Multimodal AI for Surgical Video Documentation in Smart Healthcare Environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">2026 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), pp. 301-304, 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1079\" aria-label=\"BibTeX: Metrologically Grounded Graph-Augmented Multimodal AI for Surgical Video Documentation in Smart Healthcare Environments\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1058\"><span class=\"bibadminpubs-authors\">Hugo Georgenthum, Cristian Cosentino, Fabrizio Marozzo, Pietro Lio.<\/span> <strong class=\"bibadminpubs-title\">Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI<\/strong>. <span class=\"bibadminpubs-source\">Machine Learning for Health Symposium (ML4H), 2026.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1058\" aria-label=\"BibTeX: Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1055\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Aleandro Presta.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/PICom68402.2025.00013\" target=\"_blank\" rel=\"noopener\">Generative AI for Optimizing Service Mapping in the Edge-Cloud Continuum<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE International Conference on Pervasive Intelligence and Computing (PICom 2025), 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1055\" aria-label=\"BibTeX: Generative AI for Optimizing Service Mapping in the Edge-Cloud Continuum\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/16 PiCOM_2025.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1053\"><span class=\"bibadminpubs-authors\">Francesco Blefari, Cristian Cosentino, Angelo Furfaro, Fabrizio Marozzo, Francesco Aurelio Pironti.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/ceur-ws.org\/Vol-4075\/paper4.pdf\" target=\"_blank\" rel=\"noopener\">SecFlow: An Agentic LLM-Based Framework for Modular Cyberattack Analysis and Explainability<\/a><\/strong>. <span class=\"bibadminpubs-source\">CEUR Workshop Proceedings 2025, vol. 4075, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1053\" aria-label=\"BibTeX: SecFlow: An Agentic LLM-Based Framework for Modular Cyberattack Analysis and Explainability\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/23 SecFlow2025.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1052\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3233\/FAIA250800\" target=\"_blank\" rel=\"noopener\">Neural Topic Modeling in Social Media by Clustering Latent Hashtag Representations<\/a><\/strong>. <span class=\"bibadminpubs-source\">28th European Conference on Artificial Intelligence (ECAI-2025), pp. 146 - 153, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1052\" aria-label=\"BibTeX: Neural Topic Modeling in Social Media by Clustering Latent Hashtag Representations\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1051\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Merve Gunduz-Cure, Fabrizio Marozzo, Sule Ozturk-Birim.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-032-05461-6_6\" target=\"_blank\" rel=\"noopener\">From Reviews to Results: Generative AI for Review-Driven Product and Service Comparisons<\/a><\/strong>. <span class=\"bibadminpubs-source\">28th International Conference on Discovery Science (DS2025), pp. 78\u00e2\u20ac\u201c93, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1051\" aria-label=\"BibTeX: From Reviews to Results: Generative AI for Review-Driven Product and Service Comparisons\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/21 DS2025.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1050\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Nicola Gabriele, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, RosaM. Badia, Francesc Lordan.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-032-19144-1_2\" target=\"_blank\" rel=\"noopener\">Federated Learning in the Edge-Cloud Continuum: A Task-Based Approach with Colony<\/a><\/strong>. <span class=\"bibadminpubs-source\">Euro-Par Workshops, LNCS, vol. 16294, pp. 19-31, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1050\" aria-label=\"BibTeX: Federated Learning in the Edge-Cloud Continuum: A Task-Based Approach with Colony\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1048\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/ceur-ws.org\/Vol-4121\/Ital-IA_2025_paper_66.pdf\" target=\"_blank\" rel=\"noopener\">Advancing Green and Fair AI: A Research Perspective on Environmental and Social Sustainability<\/a><\/strong>. <span class=\"bibadminpubs-source\">5th National Conference on Artificial Intelligence (Ital-IA 2025), CEUR Workshop Proceedings, vol. 4121, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1048\" aria-label=\"BibTeX: Advancing Green and Fair AI: A Research Perspective on Environmental and Social Sustainability\">BibTeX<\/a><a href=\"https:\/\/ceur-ws.org\/Vol-4121\/Ital-IA_2025_paper_66.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1047\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Cristian Cosentino, Pietro Lio, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-032-06078-5_17\" target=\"_blank\" rel=\"noopener\">Balanced and Token-Efficient Summarization of User Reviews via Stratified Sampling and Large Language Models<\/a><\/strong>. <span class=\"bibadminpubs-source\">European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), pp. 290\u00e2\u20ac\u201c306, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1047\" aria-label=\"BibTeX: Balanced and Token-Efficient Summarization of User Reviews via Stratified Sampling and Large Language Models\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/22 ECMLPKDD.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1045\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Paolo Ferragina, Giovanni Manzini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-031-99857-7_23\" target=\"_blank\" rel=\"noopener\">Scalable Compression of Massive Data Collections on HPC Systems<\/a><\/strong>. <span class=\"bibadminpubs-source\">International European Conference on Parallel and Distributed Computing (Euro-Par 2025), pp. 321--334, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1045\" aria-label=\"BibTeX: Scalable Compression of Massive Data Collections on HPC Systems\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Euro-Par 2025 Belcastro.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1044\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-031-96228-8_16\" target=\"_blank\" rel=\"noopener\">Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach<\/a><\/strong>. <span class=\"bibadminpubs-source\">21st International Conference on Artificial Intelligence Applications and Innovations (AIAI 2025), pp. 210-224, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1044\" aria-label=\"BibTeX: Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/20 AIAI25.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1042\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo, Aleandro Presta, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/PDP66500.2025.00054\" target=\"_blank\" rel=\"noopener\">Empowering Efficient Drone Monitoring with Low-Latency Edge-Cloud Continuum Platforms<\/a><\/strong>. <span class=\"bibadminpubs-source\">33rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2025), pp. 333-340, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1042\" aria-label=\"BibTeX: Empowering Efficient Drone Monitoring with Low-Latency Edge-Cloud Continuum Platforms\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/15 PDP2025.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1030\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Aleandro Presta, Rosa Varchera, Andrea Vinci.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1016\/j.procs.2025.01.271\" target=\"_blank\" rel=\"noopener\">Developing Platform-Agnostic IIoT Applications in Edge-Cloud Environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">International Conference on Industry 4.0 &amp; Smart Manufacturing 2024 (ISM 2024), vol. 253, pp. 2106-2115, 2025.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1030\" aria-label=\"BibTeX: Developing Platform-Agnostic IIoT Applications in Edge-Cloud Environments\">BibTeX<\/a><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1877050925002790\/pdf?md5=57a5f0c7eacb6181d370ed755ec3f227&amp;pid=1-s2.0-S1877050925002790-main.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1036\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Aleandro Presta, Andrea Vinci.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/DCOSS-IoT61029.2024.00092\" target=\"_blank\" rel=\"noopener\">Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum<\/a><\/strong>. <span class=\"bibadminpubs-source\">15th IFIP Wireless and Mobile Networking Conference (WMNC 2024), pp. 589-594, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1036\" aria-label=\"BibTeX: Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/07 WMNC2024.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1033\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Aleandro Presta, Rosa Varchera, Andrea Vinci.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/PICom64201.2024.00029\" target=\"_blank\" rel=\"noopener\">Estimating performances of Application Deployment on Distributed IoT-Edge-Cloud Infrastructures<\/a><\/strong>. <span class=\"bibadminpubs-source\">22nd IEEE International Conference on Pervasive Intelligence and Computing (PICom 2024), pp. 156-161, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1033\" aria-label=\"BibTeX: Estimating performances of Application Deployment on Distributed IoT-Edge-Cloud Infrastructures\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/05 Picom2024.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1029\"><span class=\"bibadminpubs-authors\">Cristian Cosentino, Merve Gunduz-Cure, Fabrizio Marozzo, Sule Ozturk-Birim.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-031-78977-9_1\" target=\"_blank\" rel=\"noopener\">Exploiting Large Language Models for Enhanced Review Classification Explanations Through Interpretable and Multidimensional Analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">27th International Conference on Discovery Science (DS2024), pp. 3-18, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1029\" aria-label=\"BibTeX: Exploiting Large Language Models for Enhanced Review Classification Explanations Through Interpretable and Multidimensional Analysis\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/10 DS2024.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1026\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1007\/978-3-031-63215-0_8\" target=\"_blank\" rel=\"noopener\">Multi-Dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models<\/a><\/strong>. <span class=\"bibadminpubs-source\">20th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2024), pp. 100--114, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1026\" aria-label=\"BibTeX: Multi-Dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/03 AIAI2024.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1025\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Andrea Vinci.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/DCOSS-IoT61029.2024.00092\" target=\"_blank\" rel=\"noopener\">Design of Platform-Independent IoT Applications in the Edge-Cloud Continuum<\/a><\/strong>. <span class=\"bibadminpubs-source\"> 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), pp. 589-594, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1025\" aria-label=\"BibTeX: Design of Platform-Independent IoT Applications in the Edge-Cloud Continuum\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/01 DCOSS-IoT2024.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1024\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Aleandro Presta, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/DCOSS-IoT61029.2024.00090\" target=\"_blank\" rel=\"noopener\">A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum<\/a><\/strong>. <span class=\"bibadminpubs-source\">20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), pp. 576-582, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1024\" aria-label=\"BibTeX: A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/02 DCOSS-IoT2024.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1023\"><span class=\"bibadminpubs-authors\">Vladislav Kashansky, Sara Agha Hossein Kashani, Javier Garcia-Blas, Fabrizio Marozzo, Hai Zhuge, Xiaoping Sun.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/scalab.dimes.unical.it\/pubadmin\/doi.org\/10.1109\/PDP62718.2024.00029\" target=\"_blank\" rel=\"noopener\">An Innovative Control Approach for Cyber-Physical Transportation Systems: The Case of Monte-Carlo Workflow Computations<\/a><\/strong>. <span class=\"bibadminpubs-source\">32nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2024), pp. 153-160, 2024.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1023\" aria-label=\"BibTeX: An Innovative Control Approach for Cyber-Physical Transportation Systems: The Case of Monte-Carlo Workflow Computations\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"1016\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-031-45275-8_9\" target=\"_blank\" rel=\"noopener\">Unmasking COVID-19 False Information on Twitter: a Topic-based Approach with BERT<\/a><\/strong>. <span class=\"bibadminpubs-source\">26th International Conference on Discovery Science (DS2023), vol. 14276, pp. 126-140, 2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1016\" aria-label=\"BibTeX: Unmasking COVID-19 False Information on Twitter: a Topic-based Approach with BERT\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Unmasking_COVID_19_False_Information_on_Twitter_FinalVersion.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1012\"><span class=\"bibadminpubs-authors\">Vladislav Kashansky, Sara Agha Hossein Kashani, Hai Zhuge, Javier Garcia-Blas, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1145\/3582515.3609578\" target=\"_blank\" rel=\"noopener\">Intelligent and Sustainable Transportation through Multi-Objective Model for the Logistic Route-Order Dispatching System<\/a><\/strong>. <span class=\"bibadminpubs-source\">The 2023 ACM International Conference on Information Technology for Social Good (GoodIT 2023), 2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1012\" aria-label=\"BibTeX: Intelligent and Sustainable Transportation through Multi-Objective Model for the Logistic Route-Order Dispatching System\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/GoodIT2023_IntelligentAndSustainableTransportation.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"1004\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Alessio Orsino, Paolo Trunfio, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/DCOSS-IoT58021.2023.00119\" target=\"_blank\" rel=\"noopener\">Scaling machine learning at the edge-cloud: a distributed computing perspective<\/a><\/strong>. <span class=\"bibadminpubs-source\"> 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), pp. 761-767, 2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1004\" aria-label=\"BibTeX: Scaling machine learning at the edge-cloud: a distributed computing perspective\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Scaling_machine_learning_at_the_edge_cloud.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"998\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/PDP59025.2023.00058\" target=\"_blank\" rel=\"noopener\">Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility<\/a><\/strong>. <span class=\"bibadminpubs-source\">31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2023), pp. 338-344, 2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=998\" aria-label=\"BibTeX: Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/edge-cloud-Marozzo-PDP2023.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"994\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-031-31469-8_3\" target=\"_blank\" rel=\"noopener\">Topic Detection and Tracking in Social Media Platforms<\/a><\/strong>. <span class=\"bibadminpubs-source\">EAI International Conference on Pervasive knowledge and collective intelligence on Web and Social Media (EAI PerSoM 2022), pp. 41-56, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=994\" aria-label=\"BibTeX: Topic Detection and Tracking in Social Media Platforms\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/EAI_PerSoM22_TDT.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"992\"><span class=\"bibadminpubs-authors\">Javier Garcia-Blas, Javier Fernandez, Jesus Carretero, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Daniel Martin de Blas, Alberto Fernandez-Pena.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/SBAC-PAD55451.2022.00024\" target=\"_blank\" rel=\"noopener\">Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE 34th International Symposium on Computer Architecture and High Performance Computing, pp. 130-139, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=992\" aria-label=\"BibTeX: Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/IEEE_SBAC_PAD_2022_DCEX.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"987\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/DASC\/PiCom\/CBDCom\/Cy55231.2022.9927824\" target=\"_blank\" rel=\"noopener\">Edge Computing Solutions for Distributed Machine Learning<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE International Conference on Cloud and Big Data Computing (CBDCom), pp. 1-8, 2022.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=987\" aria-label=\"BibTeX: Edge Computing Solutions for Distributed Machine Learning\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/EdgeComputing-ML.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"972\"><span class=\"bibadminpubs-authors\">Alessandro Barbieri, Fabrizio Marozzo, Claudio Savaglio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/SMC52423.2021.9658613\" target=\"_blank\" rel=\"noopener\">IoT platforms and services configuration through parameter sweep: a simulation-based approach<\/a><\/strong>. <span class=\"bibadminpubs-source\">2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 1803-1808, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=972\" aria-label=\"BibTeX: IoT platforms and services configuration through parameter sweep: a simulation-based approach\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/IEEE_SMC21_Conference-preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"973\"><span class=\"bibadminpubs-authors\">Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Martina Passarelli, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/RTSI50628.2021.9597230\" target=\"_blank\" rel=\"noopener\">A visual tool for reducing returns in e-commerce platforms<\/a><\/strong>. <span class=\"bibadminpubs-source\">6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021), pp. 474-479, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=973\" aria-label=\"BibTeX: A visual tool for reducing returns in e-commerce platforms\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/CompareDimensions-Ecommerce-ott.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"964\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-030-72369-9_4\" target=\"_blank\" rel=\"noopener\">Cloud computing for enabling Big Data analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">The 10th International Conference on Cloud Computing and Services Science (CLOSER 2020), pp. 84-109, 2021.<\/span> <em>ISBN 978-3-030-72369-9<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=964\" aria-label=\"BibTeX: Cloud computing for enabling Big Data analysis\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Closer2020-CloudComp-BigData.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"976\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Alberto Falcone, Alfredo Garro, Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.doi.org\/10.1109\/DS-RT52167.2021.9576131\" target=\"_blank\" rel=\"noopener\">Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), pp. 1-8, 2021.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=976\" aria-label=\"BibTeX: Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/DSRT_2021-IoT-preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"938\"><span class=\"bibadminpubs-authors\">Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Javier Garcia-Blas, David Del Rio, Philippe Couv\u00c3\u00a9e, Gael Goret, Lionel Vincent, Alberto Fern\u00c3\u00a0ndez-Pena, Daniel Martin de Blas, Mirko Nardi, Teresa Pizzuti, Adrian Spataru, Marek Justyna.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-030-48340-1_35\" target=\"_blank\" rel=\"noopener\">A Novel Data-Centric Programming Model for Large-Scale Parallel Systems<\/a><\/strong>. <span class=\"bibadminpubs-source\">Euro-Par 2019: Parallel Processing Workshops, pp. 452-463, 2020.<\/span> <em>ISBN: 978-3-030-48339-5<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=938\" aria-label=\"BibTeX: A Novel Data-Centric Programming Model for Large-Scale Parallel Systems\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/DCEx-ProgrammingLanguage-ASPIDE.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"950\"><span class=\"bibadminpubs-authors\">Francesco Branda, Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-030-64583-0_63\" target=\"_blank\" rel=\"noopener\">Discovering Travelers&#039; Purchasing Behavior from Public Transport Data<\/a><\/strong>. <span class=\"bibadminpubs-source\">The 6th International Conference on machine Learning, Optimization and Data science - LOD 2020, pp. 702-713, 2020.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=950\" aria-label=\"BibTeX: Discovering Travelers&#039; Purchasing Behavior from Public Transport Data\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/10 DA4PT-lod2020-online-ott.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"948\"><span class=\"bibadminpubs-authors\">Vladislav Kashansky, Dragi Kimovski, Radu Prodan, Fabrizio Marozzo, Iuhasz Gabriel, Marek Justyna, Javier Garcia-Blas.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/PDP50117.2020.00018\" target=\"_blank\" rel=\"noopener\">M3AT:Monitoring Agents Assignment Model for Data-Intensive Applications<\/a><\/strong>. <span class=\"bibadminpubs-source\">28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2020), pp. 72-79, 2020.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=948\" aria-label=\"BibTeX: M3AT:Monitoring Agents Assignment Model for Data-Intensive Applications\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/PDP2020-M3AT.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"935\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.3233\/APC190003\" target=\"_blank\" rel=\"noopener\">A High-Level Programming Library for Mining Social Media on HPC Systems<\/a><\/strong>. <span class=\"bibadminpubs-source\">Post-Proc. of the High Performance Computing Workshop 2018, Cetraro, Italy, Advances in Parallel Computing, IOS Press, vol. 34, pp. 3-21, 2019.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=935\" aria-label=\"BibTeX: A High-Level Programming Library for Mining Social Media on HPC Systems\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/parsoda-hpcc2018.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"940\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/SKG49510.2019.00038\" target=\"_blank\" rel=\"noopener\">Discovering Political Polarization on Social Media: A Case Study<\/a><\/strong>. <span class=\"bibadminpubs-source\">15th International Conference on Semantics, Knowledge and Grids (SKG), pp. 182-189, 2019.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=940\" aria-label=\"BibTeX: Discovering Political Polarization on Social Media: A Case Study\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Polarization-SocialMedia-SKG19-online.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"939\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1007\/978-3-030-58628-7_2\" target=\"_blank\" rel=\"noopener\">Developing a Cloud-based Algorithm for Analyzing the Polarization of Social Media Users<\/a><\/strong>. <span class=\"bibadminpubs-source\">5th International Symposium, ALGOCLOUD 2019, pp. 15-24, 2019.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=939\" aria-label=\"BibTeX: Developing a Cloud-based Algorithm for Analyzing the Polarization of Social Media Users\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/ALGOCLOUD2019-preprint.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"922\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Francesco Marzano, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/dx.doi.org\/10.1109\/HPCS.2018.00037\" target=\"_blank\" rel=\"noopener\">BitTorrentSW: A Sleep-and-Wake approach to reduce energy consumption in BitTorrent networks<\/a><\/strong>. <span class=\"bibadminpubs-source\">The 2018 International Conference on High Performance Computing &amp; Simulation (HPCS 2018), pp. 144-150, 2018.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=922\" aria-label=\"BibTeX: BitTorrentSW: A Sleep-and-Wake approach to reduce energy consumption in BitTorrent networks\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/BitTorrentEfficiency-HPCS.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"857\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/dx.doi.org\/10.1007\/978-3-319-75178-8_39\" target=\"_blank\" rel=\"noopener\">Appraising SPARK on Large-Scale Social Media Analysis<\/a><\/strong>. <span class=\"bibadminpubs-source\">Euro-Par Workshops, pp. 483-495, 2017.<\/span> <em>ISBN: 978-3-319-75178-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=857\" aria-label=\"BibTeX: Appraising SPARK on Large-Scale Social Media Analysis\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Appraising_SPARK.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"906\"><span class=\"bibadminpubs-authors\">Claudia Diamantini, Laura Genga, Fabrizio Marozzo, Domenico Potena, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/doi.org\/10.1109\/IRI.2017.69\" target=\"_blank\" rel=\"noopener\">Discovering Mobility Patterns of Instagram Users through Process Mining Techniques<\/a><\/strong>. <span class=\"bibadminpubs-source\">IEEE International Conference on Information Reuse and Integration, pp. 485-492, 2017.<\/span> <em>ISBN 978-1-5386-1562-1<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=906\" aria-label=\"BibTeX: Discovering Mobility Patterns of Instagram Users through Process Mining Techniques\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/2017-IRI-EXPO.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"843\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/HPCS.2017.105\" target=\"_blank\" rel=\"noopener\">A Parallel Library for Social Media Analytics<\/a><\/strong>. <span class=\"bibadminpubs-source\">The 2017 International Conference on High Performance Computing &amp; Simulation (HPCS 2017), pp. 683--690, 2017.<\/span> <em>ISBN 978-1-5386-3250-5<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=843\" aria-label=\"BibTeX: A Parallel Library for Social Media Analytics\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/ParSoDA-HPCS2017-final-v2.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"841\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Francisco Rodrigo Duro, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/HPCS.2017.107\" target=\"_blank\" rel=\"noopener\">Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows<\/a><\/strong>. <span class=\"bibadminpubs-source\">The 2017 International Conference on High Performance Computing &amp; Simulation (HPCS 2017), pp. 699--706, 2017.<\/span> <em>ISBN 978-1-5386-3250-5<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=841\" aria-label=\"BibTeX: Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/2017-HPCS-Data-aware.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"825\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Giulio Di Lieto, Marco Lackovic, Fabrizio Marozzo, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-49956-7_19\" target=\"_blank\" rel=\"noopener\">Geocon: A Middleware for Location-aware Ubiquitous Applications<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016), pp. 234-243, 2016.<\/span> <em>ISBN: 978-3-319-49956-7<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=825\" aria-label=\"BibTeX: Geocon: A Middleware for Location-aware Ubiquitous Applications\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/2016-UCER-Geocon.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"833\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Francisco Rodrigo Duro, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/e-archivo.uc3m.es\/bitstream\/handle\/10016\/24228\/book_NESUS_2016.pdf\" target=\"_blank\" rel=\"noopener\">A Data-Aware Scheduling Strategy for DMCF workflows over Hercules<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the Third International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2016), pp. 37-44, 2016.<\/span> <em>ISBN 978-84-617-7450-0<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=833\" aria-label=\"BibTeX: A Data-Aware Scheduling Strategy for DMCF workflows over Hercules\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/09_CPE-DataLocality.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"812\"><span class=\"bibadminpubs-authors\">Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/RTSI.2016.7740643\" target=\"_blank\" rel=\"noopener\">Nubytics: Scalable Cloud Services for Data Analysis and Prediction<\/a><\/strong>. <span class=\"bibadminpubs-source\">2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016), pp. 1-6, 2016.<\/span> <em>ISBN: 978-1-5090-1131-5<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=812\" aria-label=\"BibTeX: Nubytics: Scalable Cloud Services for Data Analysis and Prediction\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/2016-RTSI-Nubytics.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"814\"><span class=\"bibadminpubs-authors\">Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/HPCSim.2016.7568340\" target=\"_blank\" rel=\"noopener\">Analyzing Social Media Data to Discover Mobility Patterns at EXPO 2015: Methodology and Results<\/a><\/strong>. <span class=\"bibadminpubs-source\">The 2016 International Conference on High Performance Computing &amp; Simulation (HPCS 2016), pp. 230-237, 2016.<\/span> <em>ISBN: 978-1-5090-2088-1<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=814\" aria-label=\"BibTeX: Analyzing Social Media Data to Discover Mobility Patterns at EXPO 2015: Methodology and Results\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/2016-HPCS-EXPO.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"786\"><span class=\"bibadminpubs-authors\">Francisco Rodrigo Duro, Fabrizio Marozzo, Javier Garcia-Blas, Jesus Carretero, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.dropbox.com\/s\/31ksrifeph9gen7\/second-nesus-workshop_krakow2015.pdf?dl=1\" target=\"_blank\" rel=\"noopener\">Evaluating data caching techniques in DMCF workflows using Hercules<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015), pp. 69-76, 2015.<\/span> <em>ISBN: 978-84-608-2581-4<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=786\" aria-label=\"BibTeX: Evaluating data caching techniques in DMCF workflows using Hercules\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/14_Nesus2015.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"779\"><span class=\"bibadminpubs-authors\">Eugenio Cesario, Chiara Congedo, Fabrizio Marozzo, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio, Carlo Turri.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/ICSDM.2015.7298021 \" target=\"_blank\" rel=\"noopener\">Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the 2nd IEEE Conference on Spatial Data Mining and Geographical Knowledge Services, pp. 33--38, 2015.<\/span> <em>ISBN 978-1-4799-7748-2<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=779\" aria-label=\"BibTeX: Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/ICSDM2015.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"784\"><span class=\"bibadminpubs-authors\">Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.3233\/978-1-61499-583-8-18\" target=\"_blank\" rel=\"noopener\">Programming Visual and Script-based Big Data Analytics Workflows on Clouds<\/a><\/strong>. <span class=\"bibadminpubs-source\">Post-Proc. of the High Performance Computing Workshop 2014, IOS Press, vol. 26, pp. 18--31, 2015.<\/span> <em>ISBN: 978-1-61499-582-1<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=784\" aria-label=\"BibTeX: Programming Visual and Script-based Big Data Analytics Workflows on Clouds\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/ProgrammingVisualScript WorkflowsClouds.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"755\"><span class=\"bibadminpubs-authors\">Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/HPCC.2014.63\" target=\"_blank\" rel=\"noopener\">Trajectory Pattern Mining over a Cloud-based Framework for Urban Computing<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the 16th International Conference on High Performance Computing and Communications (HPCC 2014), IEEE, pp. 367-374, 2014.<\/span> <em>ISBN 978-1-4799-6123-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=755\" aria-label=\"BibTeX: Trajectory Pattern Mining over a Cloud-based Framework for Urban Computing\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/TrajectoryPatternMining-HPCC14.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"774\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/www.dropbox.com\/s\/ggsgvopu0xsld8x\/first-nesus-workshop_porto2014.pdf?dl=1\" target=\"_blank\" rel=\"noopener\">A Workflow-oriented Language for Scalable Data Analytics<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the First International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2014), pp. 7--12, 2014.<\/span> <em>ISBN 978-84-617-2251-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=774\" aria-label=\"BibTeX: A Workflow-oriented Language for Scalable Data Analytics\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/13-Nesus2014.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"733\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1145\/2534248.2534261\" target=\"_blank\" rel=\"noopener\">Scalable Script-based Data Analysis Workflows on Clouds<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the 8th Workshop on Workflows in Support of Large-Scale Science (WORKS 2013), ACM Press, pp. 124--133, 2013.<\/span> <em>ISBN 978-1-4503-2502-8<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=733\" aria-label=\"BibTeX: Scalable Script-based Data Analysis Workflows on Clouds\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Scalable Script-based Workflows on Clouds.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"731\"><span class=\"bibadminpubs-authors\">Giuseppe Agapito, Mario Cannataro, Pietro Hiram Guzzi, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1145\/2506583.2506605\" target=\"_blank\" rel=\"noopener\">Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics 2013 (ACM BCB 2013), ACM Press, pp. 468, 2013.<\/span> <em>ISBN 978-1-4503-2434-2<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=731\" aria-label=\"BibTeX: Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Cloud4SNP.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"737\"><span class=\"bibadminpubs-authors\">Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/CloudCom.2013.137\" target=\"_blank\" rel=\"noopener\">Using Clouds for Smart City Applications<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the 5th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2013), IEEE, pp. 234-237, 2013.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=737\" aria-label=\"BibTeX: Using Clouds for Smart City Applications\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/UsingClouds forSmartCityApplications.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"714\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.3233\/978-1-61499-322-3-182\" target=\"_blank\" rel=\"noopener\">A Cloud Framework for Big Data Analytics Workflows on Azure<\/a><\/strong>. <span class=\"bibadminpubs-source\">Post-Proc. of the High Performance Computing Workshop 2012, IOS Press, vol. 23, pp. 182--191, 2013.<\/span> <em>ISBN 978-1-61499-321-6<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=714\" aria-label=\"BibTeX: A Cloud Framework for Big Data Analytics Workflows on Azure\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/CloudFrameworkBigDataAnalyticsWorkflowsAzure.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"697\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Francesc Lordan, Roger Rafanell, Daniele Lezzi, Domenico Talia, RosaM. Badia.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-642-32820-6_4\" target=\"_blank\" rel=\"noopener\">Enabling cloud interoperability with COMPSs<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the 18th International  European Conference on Parallel and Distributed (Europar 2012), Lecture Notes in Computer Science, vol. 7484, pp. 16-27, 2012.<\/span> <em>ISBN 978-3-642-32819-0<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=697\" aria-label=\"BibTeX: Enabling cloud interoperability with COMPSs\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/05-Europar12.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"712\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-642-36949-0_25\" target=\"_blank\" rel=\"noopener\">Using Clouds for Scalable Knowledge Discovery Applications<\/a><\/strong>. <span class=\"bibadminpubs-source\">Euro-Par Workshops, vol. 7640, pp. 220-227, 2012.<\/span> <em>ISBN: 978-3-642-36949-0<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=712\" aria-label=\"BibTeX: Using Clouds for Scalable Knowledge Discovery Applications\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/Europar2012-ScalableKnowledgeDiscovery.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"650\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/CloudCom.2011.56\" target=\"_blank\" rel=\"noopener\">A Cloud Framework for Parameter Sweeping Data Mining Applications<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of  the 3rd IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2011), IEEE Computer Society Press, pp. 367--374, 2011.<\/span> <em>ISBN 978-0-7695-4622-3<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=650\" aria-label=\"BibTeX: A Cloud Framework for Parameter Sweeping Data Mining Applications\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/papers\/pdf\/MarozzoTaliaTrunfioCloudCom2011.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"621\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/dx.doi.org\/10.1109\/PDP.2011.41\" target=\"_blank\" rel=\"noopener\">A Framework for Managing MapReduce Applications in Dynamic Distributed Environments<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011), IEEE Computer Society Press, pp. 149--158, 2011.<\/span> <em>ISBN 978-0-7695-4328-4<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=621\" aria-label=\"BibTeX: A Framework for Managing MapReduce Applications in Dynamic Distributed Environments\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/papers\/pdf\/PDP2011.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"526\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"http:\/\/gridlab.dimes.unical.it\/papers\/pdf\/CCA08.pdf\" target=\"_blank\" rel=\"noopener\">Adapting MapReduce for Dynamic Environments Using a Peer-to-Peer Model<\/a><\/strong>. <span class=\"bibadminpubs-source\">Proc. of the First Workshop on Cloud Computing and its Applications (CCA 2008), 2008.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=526\" aria-label=\"BibTeX: Adapting MapReduce for Dynamic Environments Using a Peer-to-Peer Model\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/papers\/pdf\/CCA08.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><\/ol><h3>Other publications and technical reports<\/h3><ol start=\"146\"><li data-publication-id=\"1005\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo.<\/span> <strong class=\"bibadminpubs-title\"><a href=\"https:\/\/dx.doi.org\/10.1088\/1742-6596\/2424\/1\/011001\" target=\"_blank\" rel=\"noopener\">Preface of the International Conference on Algorithms, Network and Computer Technology (ICANCT 2022)<\/a><\/strong>. <span class=\"bibadminpubs-source\">2023.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=1005\" aria-label=\"BibTeX: Preface of the International Conference on Algorithms, Network and Computer Technology (ICANCT 2022)\">BibTeX<\/a><\/span><\/li><li data-publication-id=\"699\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Francesc Lordan, Roger Rafanell, Daniele Lezzi, Domenico Talia, RosaM. Badia.<\/span> <strong class=\"bibadminpubs-title\">Enabling cloud interoperability with COMPSs<\/strong>. <span class=\"bibadminpubs-source\">Cloud Futures 2012, 2012.<\/span> <em>Abstract<\/em> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=699\" aria-label=\"BibTeX: Enabling cloud interoperability with COMPSs\">BibTeX<\/a><a href=\"http:\/\/gridlab.dimes.unical.it\/papers\/pdf\/http:\/\/research.microsoft.com\/en-us\/um\/redmond\/events\/cloudfutures2012\/tuesday\/Computational-Models-and-Apps_EnablingCloudInteroperability_Daniele_Lezzi.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><a href=\"http:\/\/research.microsoft.com\/apps\/video\/dl.aspx?id=166312\" target=\"_blank\" rel=\"noopener\">Slides<\/a><\/span><\/li><li data-publication-id=\"668\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\">Large-Scale Data Analysis on Cloud Systems<\/strong>. <span class=\"bibadminpubs-source\">ERCIM News, n. 89, pp. 26--27, 2012.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=668\" aria-label=\"BibTeX: Large-Scale Data Analysis on Cloud Systems\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/02-ERCIMNEWS89-2012.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><li data-publication-id=\"619\"><span class=\"bibadminpubs-authors\">Fabrizio Marozzo, Domenico Talia, Paolo Trunfio.<\/span> <strong class=\"bibadminpubs-title\">Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures<\/strong>. <span class=\"bibadminpubs-source\">ERCIM News, n. 83, pp. 44-45, 2010.<\/span> <span class=\"bibadminpubs-files\"><a href=\"https:\/\/scalab.dimes.unical.it\/marozzo\/publications\/?auth=fabrizio_marozzo&amp;sort=entry_type&amp;bib=1&amp;id=619\" aria-label=\"BibTeX: Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures\">BibTeX<\/a><a href=\"http:\/\/scalab.dimes.unical.it\/pubadmin\/..\/papers\/pdf\/01-ERCIMNEWS83-2010.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/span><\/li><\/ol><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/scalab.dimes.unical.it\/marozzo\/wp-json\/wp\/v2\/pages\/483"}],"collection":[{"href":"https:\/\/scalab.dimes.unical.it\/marozzo\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/scalab.dimes.unical.it\/marozzo\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/scalab.dimes.unical.it\/marozzo\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/scalab.dimes.unical.it\/marozzo\/wp-json\/wp\/v2\/comments?post=483"}],"version-history":[{"count":1,"href":"https:\/\/scalab.dimes.unical.it\/marozzo\/wp-json\/wp\/v2\/pages\/483\/revisions"}],"predecessor-version":[{"id":609,"href":"https:\/\/scalab.dimes.unical.it\/marozzo\/wp-json\/wp\/v2\/pages\/483\/revisions\/609"}],"wp:attachment":[{"href":"https:\/\/scalab.dimes.unical.it\/marozzo\/wp-json\/wp\/v2\/media?parent=483"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}