Paolo Trunfio

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 51

Top Venues

Concurr. Comput. Pract. Exp.

HPCS

IEEE Access

CoRR

Publications

Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach. CoRR (2024)
Loris Belcastro, Salvatore Giampà, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Nihad Mammadli
Boosting HPC data analysis performance with the ParSoDA-Py library. J. Supercomput. 80 (8) (2024)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez-Novoa
Block size estimation for data partitioning in HPC applications using machine learning techniques. J. Big Data 11 (1) (2024)
Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Scaling Machine Learning at the Edge-Cloud: A Distributed Computing Perspective. DCOSS-IoT (2023)
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning. IEEE Access 11 (2023)
Marco Aldinucci, Elena Maria Baralis, Valeria Cardellini, Iacopo Colonnelli, Marco Danelutto, Sergio Decherchi, Giuseppe Di Modica, Luca Ferrucci, Marco Gribaudo, Francesco Iannone, Marco Lapegna, Doriana Medic, Giuseppa Muscianisi, Francesca Righetti, Eva Sciacca, Nicola Tonellotto, Mauro Tortonesi, Paolo Trunfio, Tullio Vardanega
A Systematic Mapping Study of Italian Research on Workflows. SC Workshops (2023)
Loris Belcastro, Domenico Carbone, Cristian Cosentino, Fabrizio Marozzo, Paolo Trunfio
Enhancing Cryptocurrency Price Forecasting by Integrating Machine Learning with Social Media and Market Data. Algorithms 16 (12) (2023)
Domenico Talia, Paolo Trunfio
Urgent Computing for Protecting People From Natural Disasters. Computer 56 (4) (2023)
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility. PDP (2023)
Loris Belcastro, Francesco Branda, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Analyzing voter behavior on social media during the 2020 US presidential election campaign. Soc. Netw. Anal. Min. 12 (1) (2022)
Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Edge Computing Solutions for Distributed Machine Learning. DASC/PiCom/CBDCom/CyberSciTech (2022)
Domenico Talia, Paolo Trunfio, Jesús Carretero, Javier García-Blas
Editorial: Towards Exascale Solutions for Big Data Computing. Frontiers Big Data 5 (2022)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Programming big data analysis: principles and solutions. J. Big Data 9 (1) (2022)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez
Block size estimation for data partitioning in HPC applications using machine learning techniques. CoRR (2022)
Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence. Future Gener. Comput. Syst. 134 (2022)
Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe
Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence. CoRR (2022)
Riccardo Cantini, Fabrizio Marozzo, Giovanni Bruno, Paolo Trunfio
Learning Sentence-to-Hashtags Semantic Mapping for Hashtag Recommendation on Microblogs. ACM Trans. Knowl. Discov. Data 16 (2) (2022)
Javier García-Blas, Javier Fernández Muñoz, Jesús Carretero, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Alberto Fernández-Pena, Daniel Martín de Blas
Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model. SBAC-PAD (2022)
Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Analyzing Political Polarization on Social Media by Deleting Bot Spamming. Big Data Cogn. Comput. 6 (1) (2022)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines. Future Internet 13 (5) (2021)
Salvatore Giampà, Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows. IEEE Access 9 (2021)
Loris Belcastro, M. Tahar Kechadi, Fabrizio Marozzo, Luca Pastore, Domenico Talia, Paolo Trunfio
Parallel extraction of Regions-of-Interest from social media data. Concurr. Comput. Pract. Exp. 33 (8) (2021)
Riccardo Cantini, Fabrizio Marozzo, Silvio Mazza, Domenico Talia, Paolo Trunfio
A Weighted Artificial Bee Colony algorithm for influence maximization. Online Soc. Networks Media 26 (2021)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Francesco Branda, Themis Palpanas, Muhammad Imran
Using social media for sub-event detection during disasters. J. Big Data 8 (1) (2021)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Martina Passarelli, Paolo Trunfio
A visual tool for reducing returns in e-commerce platforms. RTSI (2021)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Cloud Computing for Enabling Big Data Analysis. CLOSER (Selected Papers) (2020)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Learning Political Polarization on Social Media Using Neural Networks. IEEE Access 8 (2020)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A sleep-and-wake technique for reducing energy consumption in BitTorrent networks. Concurr. Comput. Pract. Exp. 32 (14) (2020)
Loris Belcastro, Fabrizio Marozzo, Paolo Trunfio
A scalable middleware for context-aware mobile applications. Int. J. Ad Hoc Ubiquitous Comput. 31 (2) (2019)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Discovering Political Polarization on Social Media: A Case Study. SKG (2019)
Paolo Trunfio, Vladimir Vlassov
Clouds for scalable Big Data processing. Int. J. Parallel Emergent Distributed Syst. 34 (6) (2019)
Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Javier García Blas, David del Rio Astorga, Philippe Couvée, Gaël Goret, Lionel Vincent, Alberto Fernández-Pena, Daniel Martín de Blas, Mirko Nardi, Teresa Pizzuti, Adrian F. Spataru, Marek Justyna
A Novel Data-Centric Programming Model for Large-Scale Parallel Systems. Euro-Par Workshops (2019)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Developing a Cloud-Based Algorithm for Analyzing the Polarization of Social Media Users. ALGOCLOUD (2019)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
ParSoDA: high-level parallel programming for social data mining. Soc. Netw. Anal. Min. 9 (1) (2019)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data. ACM Trans. Knowl. Discov. Data 12 (3) (2018)
Fabrizio Marozzo, Francesco Marzano, Domenico Talia, Paolo Trunfio
BitTorrentSW: A Sleep-and-Wake Approach to Reduce Energy Consumption in BitTorrent Networks. HPCS (2018)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Workflow Management System for Scalable Data Mining on Clouds. IEEE Trans. Serv. Comput. 11 (3) (2018)
Radwa El Shawi, Sherif Sakr, Domenico Talia, Paolo Trunfio
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service. Big Data Res. 14 (2018)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Parallel Library for Social Media Analytics. HPCS (2017)
Eugenio Cesario, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
SMA4TD: A social media analysis methodology for trajectory discovery in large-scale events. Online Soc. Networks Media (2017)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Appraising SPARK on Large-Scale Social Media Analysis. Euro-Par Workshops (2017)
Fabrizio Marozzo, Francisco Rodrigo Duro, Francisco Javier García Blas, Jesús Carretero, Domenico Talia, Paolo Trunfio
Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows. HPCS (2017)
Claudia Diamantini, Laura Genga, Fabrizio Marozzo, Domenico Potena, Paolo Trunfio
Discovering Mobility Patterns of Instagram Users through Process Mining Techniques. IRI (2017)
Fabrizio Marozzo, Francisco Rodrigo Duro, Francisco Javier García Blas, Jesús Carretero, Domenico Talia, Paolo Trunfio
A data-aware scheduling strategy for workflow execution in clouds. Concurr. Comput. Pract. Exp. 29 (24) (2017)
Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio
Energy-aware task allocation for small devices in wireless networks. Concurr. Comput. Pract. Exp. 29 (1) (2017)
Francisco Rodrigo Duro, Fabrizio Marozzo, Francisco Javier García Blas, Domenico Talia, Paolo Trunfio
Exploiting in-memory storage for improving workflow executions in cloud platforms. J. Supercomput. 72 (11) (2016)
Carmela Comito, Domenico Talia, Paolo Trunfio
A distributed selectivity-driven search strategy for semi-structured data over DHT-based networks. J. Parallel Distributed Comput. (2016)
Loris Belcastro, Giulio Di Lieto, Marco Lackovic, Fabrizio Marozzo, Paolo Trunfio
Geocon: A Middleware for Location-Aware Ubiquitous Applications. ICA3PP Workshops (2016)
Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio
Analyzing social media data to discover mobility patterns at EXPO 2015: Methodology and results. HPCS (2016)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Using Scalable Data Mining for Predicting Flight Delays. ACM Trans. Intell. Syst. Technol. 8 (1) (2016)
Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Domenico Talia, Paolo Trunfio
Nubytics: Scalable cloud services for data analysis and prediction. RTSI (2016)
Paolo Trunfio
A two-layer model for improving the energy efficiency of file sharing peer-to-peer networks. Concurr. Comput. Pract. Exp. 27 (13) (2015)
Georges Da Costa, Thomas Fahringer, Juan-Antonio Rico-Gallego, Ivan Grasso, Atanas Hristov, Helen D. Karatza, Alexey L. Lastovetsky, Fabrizio Marozzo, Dana Petcu, Georgios L. Stavrinides, Domenico Talia, Paolo Trunfio, Hrachya V. Astsatryan
Exascale Machines Require New Programming Paradigms and Runtimes. Supercomput. Front. Innov. 2 (2) (2015)
Eugenio Cesario, Chiara Congedo, Fabrizio Marozzo, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio, Carlo Turri
Following soccer fans from geotagged tweets at FIFA World Cup 2014. ICSDM (2015)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
JS4Cloud: script-based workflow programming for scalable data analysis on cloud platforms. Concurr. Comput. Pract. Exp. 27 (17) (2015)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Programming Visual and Script-based Big Data Analytics Workflows on Clouds. High Performance Computing Workshop (2014)
Salvatore Corigliano, Paolo Trunfio
Exploiting sleep-and-wake strategies in the Gnutella network. CTS (2014)
Gianluigi Folino, Francesco Sergio Pisani, Paolo Trunfio
Efficient discovery of data mining services over DHT-based overlays. HPCS (2014)
Giuseppe Agapito, Mario Cannataro, Pietro Hiram Guzzi, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud. BCB (2013)
Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio
Efficient allocation of data mining tasks in mobile environments. Concurr. Eng. Res. Appl. 21 (3) (2013)
Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio
Scheduling Data Mining Applications in Mobile Computing Environments. ERCIM News 2013 (93) (2013)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Scalable script-based data analysis workflows on clouds. WORKS@SC (2013)
Eugenio Cesario, Marco Lackovic, Domenico Talia, Paolo Trunfio
Programming knowledge discovery workflows in service-oriented distributed systems. Concurr. Comput. Pract. Exp. 25 (10) (2013)
Giancarlo Fortino, Marco Lackovic, Wilma Russo, Paolo Trunfio
A Discovery Service for Smart Objects over an Agent-Based Middleware. IDCS (2013)
Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio
A Distributed Allocation Strategy for Data Mining Tasks in Mobile Environments. IDC (2012)
Giuseppe Pirrò, Domenico Talia, Paolo Trunfio
A DHT-based semantic overlay network for service discovery. Future Gener. Comput. Syst. 28 (4) (2012)
Gabriele Falace, Paolo Trunfio
An evaluation of sampling algorithms for estimating the size of a Chord network. HPCS (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Using Clouds for Scalable Knowledge Discovery Applications. Euro-Par Workshops (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
P2P-MapReduce: Parallel data processing in dynamic Cloud environments. J. Comput. Syst. Sci. 78 (5) (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Large-Scale Data Analysis on Cloud Systems. ERCIM News 2012 (89) (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Cloud Framework for Big Data Analytics Workflows on Azure. High Performance Computing Workshop (1) (2012)
Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio
Energy Efficient Task Allocation over Mobile Networks. DASC (2011)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Cloud Framework for Parameter Sweeping Data Mining Applications. CloudCom (2011)
Carmela Comito, Domenico Talia, Paolo Trunfio
An Energy-Aware Clustering Scheme for Mobile Applications. CIT (2011)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Framework for Managing MapReduce Applications in Dynamic Distributed Environments. PDP (2011)
Domenico Talia, Paolo Trunfio
How distributed data mining tasks can thrive as knowledge services. Commun. ACM 53 (7) (2010)
Sahar Saberi, Paolo Trunfio, Domenico Talia, Mehdi N. Fesharaki, Kambiz Badie
Using Social Network and Semantic Overlay Network approaches to share knowledge in distributed data mining scenarios. HPCS (2010)
Carmela Comito, Domenico Talia, Paolo Trunfio
Selectivity-based XML query processing in structured peer-to-peer networks. IDEAS (2010)
Adriana Iamnitchi, Paolo Trunfio, Jonathan Ledlie, Florian Schintke
Peer-to-Peer Computing. Euro-Par (1) (2010)
Eugenio Cesario, Marco Lackovic, Domenico Talia, Paolo Trunfio
Service-Oriented Data Analysis in Distributed Computing Systems. High Performance Computing Workshop (2010)
Giuseppe Pirrò, Paolo Trunfio, Domenico Talia, Paolo Missier, Carole A. Goble
ERGOT: A Semantic-Based System for Service Discovery in Distributed Infrastructures. CCGRID (2010)
Domenico Talia, Paolo Trunfio
Enabling Dynamic Querying over Distributed Hash Tables. J. Parallel Distributed Comput. 70 (12) (2010)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures. ERCIM News 2010 (83) (2010)
Giuseppe Pirrò, Paolo Missier, Paolo Trunfio, Domenico Talia, Gabriele Falace, Carole A. Goble
Combining DHTs and SONs for Semantic-Based Service Discovery. ISDA (2009)
Marco Lackovic, Domenico Talia, Paolo Trunfio
A Service-Oriented Framework for Executing Data Mining Workflows on Grids. GPC Workshops (2009)
Harris Papadakis, Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou
An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service. CoreGRID@Euro-Par (2009)
Domenico Talia, Paolo Trunfio
Dynamic Querying in Structured Peer-to-Peer Networks. DSOM (2008)
Marco Lackovic, Domenico Talia, Paolo Trunfio
Service Oriented KDD: A Framework for Grid Data Mining Workflows. ICDM Workshops (2008)
Domenico Talia, Paolo Trunfio, Oreste Verta
The Weka4WS framework for distributed data mining in service-oriented Grids. Concurr. Comput. Pract. Exp. 20 (16) (2008)
Paolo Trunfio, Domenico Talia, Ali Ghodsi, Seif Haridi
Implementing Dynamic Querying Search in k-ary DHT-based Overlays. CoreGRID Integration Workshop (2008)
Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri
SIGMCC: A system for sharing meta patient records in a Peer-to-Peer environment. Future Gener. Comput. Syst. 24 (3) (2008)
Domenico Talia, Paolo Trunfio
Using Peer-to-Peer Dynamic Querying in Grid Information Services. High Performance Computing Workshop (2008)
Antonio Congiusta, Domenico Talia, Paolo Trunfio
Service-oriented middleware for distributed data mining on the grid. J. Parallel Distributed Comput. 68 (1) (2008)
Harris Papadakis, Paolo Trunfio, Domenico Talia, Paraskevi Fragopoulou
Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System. CoreGRID Workshop - Making Grids Work (2007)
Antonio Congiusta, Domenico Talia, Paolo Trunfio
Distributed data mining services leveraging WSRF. Future Gener. Comput. Syst. 23 (1) (2007)
Paolo Trunfio, Domenico Talia, Harris Papadakis, Paraskevi Fragopoulou, Matteo Mordacchini, M. Pennanen, Konstantin Popov, Vladimir Vlassov, Seif Haridi
Peer-to-Peer resource discovery in Grids: Models and systems. Future Gener. Comput. Syst. 23 (7) (2007)
Domenico Talia, Paolo Trunfio, Jingdi Zeng, Mikael Högqvist
A Peer-to-Peer Framework for Resource Discovery in Large-Scale Grids. CoreGRID Integration Workshop (2006)
Domenico Talia, Paolo Trunfio, Jingdi Zeng
Peer-to-Peer Models for Resource Discovery in Large-Scale Grids: A Scalable Architecture. VECPAR (2006)
Mario Cannataro, Domenico Talia, Giuseppe Tradigo, Paolo Trunfio, Pierangelo Veltri, G. Zarola
Querying XML-based Electronic Patient Records in a Peer-to-peer Environment. SEBD (2006)
Domenico Talia, Paolo Trunfio, Oreste Verta
WSRF Services for Composing Distributed Data Mining Applications on Grids: Functionality and Performance. ICCSA (1) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paolo Trunfio