Domenico Talia

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 74

Top Venues

Concurr. Comput. Pract. Exp.

Future Gener. Comput. Syst.

HPCS

CoRR

Publications

Riccardo Cantini, Alessio Orsino, Domenico Talia
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices. J. Big Data 11 (1) (2024)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach. CoRR (2024)
Eugenio Cesario, Salvatore Giampà, Enrico Baglione, Louise Cordrie, Jacopo Selva, Domenico Talia
Machine Learning for Tsunami Waves Forecasting Using Regression Trees. Big Data Res. 36 (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)
Loris Belcastro, Jesús Carretero, Domenico Talia
Edge-Cloud Solutions for Big Data Analysis and Distributed Machine Learning - 1. Future Gener. Comput. Syst. 159 (2024)
Riccardo Cantini, Giada Cosenza, Alessio Orsino, Domenico Talia
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation. CoRR (2024)
Loris Belcastro, Fabrizio Marozzo, Aleandro Presta, Domenico Talia
A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum. DCOSS-IoT (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)
Eugenio Cesario, Salvatore Giampà, Enrico Baglione, Louise Cordrie, Jacopo Selva, Domenico Talia
A parallel machine learning-based approach for tsunami waves forecasting using regression trees. Comput. Commun. 225 (2024)
Fabrizio Marozzo, Domenico Talia
Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems. Big Data Cogn. Comput. 7 (2) (2023)
Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Scaling Machine Learning at the Edge-Cloud: A Distributed Computing Perspective. DCOSS-IoT (2023)
Eugenio Cesario, Salvatore Giampà, Enrico Baglione, Louise Cordrie, Jacopo Selva, Domenico Talia
Forecasting Tsunami Waves Using Regression Trees. ICT-DM (2023)
Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo, Domenico Talia
Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERT. DS (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)
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)
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)
Luciano Caroprese, Carmela Comito, Domenico Talia, Ester Zumpano
A fuzzy logic technique for virtual sensor networks. Future Gener. Comput. Syst. 137 (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)
Domenico Talia
Machine Intelligence for Human Health: A Few Noteworthy Cases. Computer 55 (10) (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)
Emanuele Carlini, Lorenzo Carnevale, Massimo Coppola, Patrizio Dazzi, Gabriele Mencagli, Domenico Talia, Massimo Villari
An Osmotic Ecosystem for Data Streaming Applications in Smart Cities. FRAME@HPDC (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)
Domenico Talia
Cloud Computing for Enabling Big Data Analysis Services. CLOSER (2020)
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)
Francesco Branda, Fabrizio Marozzo, Domenico Talia
Discovering Travelers' Purchasing Behavior from Public Transport Data. LOD (1) (2020)
Francesco Branda, Fabrizio Marozzo, Domenico Talia
Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport. Big Data Cogn. Comput. 4 (4) (2020)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Discovering Political Polarization on Social Media: A Case Study. SKG (2019)
Domenico Talia
A view of programming scalable data analysis: from clouds to exascale. J. Cloud Comput. 8 (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)
Charlie Catlett, Eugenio Cesario, Domenico Talia, Andrea Vinci
Spatio-temporal crime predictions in smart cities: A data-driven approach and experiments. Pervasive Mob. Comput. 53 (2019)
Valeria Cardellini, Gabriele Mencagli, Domenico Talia, Massimo Torquati
New Landscapes of the Data Stream Processing in the era of Fog Computing. Future Gener. Comput. Syst. 99 (2019)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia
Programming models and systems for Big Data analysis. Int. J. Parallel Emergent Distributed Syst. 34 (6) (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)
Shadi Ibrahim, Manish Parashar, Anna Queralt, Domenico Talia
Introduction to CEBDA 2018. IPDPS Workshops (2018)
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)
Charlie Catlett, Eugenio Cesario, Domenico Talia, Andrea Vinci
A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities. SMARTCOMP (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)
Carmela Comito, Deborah Falcone, Domenico Talia
A Peak Detection Method to Uncover Events from Social Media. DSAA (2017)
Eugenio Cesario, Carmela Comito, Domenico Talia
An approach for the discovery and validation of urban mobility patterns. Pervasive Mob. Comput. 42 (2017)
Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia
Trajectory Pattern Mining for Urban Computing in the Cloud. IEEE Trans. Parallel Distributed Syst. 28 (2) (2017)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Appraising SPARK on Large-Scale Social Media Analysis. Euro-Par Workshops (2017)
Albino Altomare, Eugenio Cesario, Domenico Talia
Mining frequent items and itemsets from distributed data streams for emergency detection and management. J. Ambient Intell. Humaniz. Comput. 8 (1) (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)
Carmela Comito, Domenico Talia
Energy consumption of data mining algorithms on mobile phones: Evaluation and prediction. Pervasive Mob. Comput. 42 (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)
Eugenio Cesario, Charlie Catlett, Domenico Talia
Forecasting Crimes Using Autoregressive Models. DASC/PiCom/DataCom/CyberSciTech (2016)
Jesús Carretero, Raimondas Ciegis, Emmanuel Jeannot, Laurent Lefèvre, Gudula Rünger, Domenico Talia, Julius Zilinskas
HeteroPar 2014, APCIE 2014, and TASUS 2014 Special Issue. Concurr. Comput. Pract. Exp. 28 (3) (2016)
Carmela Comito, Deborah Falcone, Domenico Talia
Mining human mobility patterns from social geo-tagged data. Pervasive Mob. Comput. 33 (2016)
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)
Eugenio Cesario, Carmela Comito, Domenico Talia
A Comprehensive Validation Methodology for Trajectory Pattern Mining of GPS Data. DASC/PiCom/DataCom/CyberSciTech (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, Carlo Mastroianni, Domenico Talia
Distributed volunteer computing for solving ensemble learning problems. Future Gener. Comput. Syst. 54 (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)
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)
Domenico Talia
Making knowledge discovery services scalable on clouds for big data mining. ICSDM (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)
Carmela Comito, Domenico Talia
Evaluating and predicting energy consumption of data mining algorithms on mobile devices. DSAA (2015)
Dana Petcu, Gabriel Iuhasz, Daniel Pop, Domenico Talia, Jesús Carretero, Radu Prodan, Thomas Fahringer, Ivan Grasso, Ramón Doallo, María J. Martín, Basilio B. Fraguela, Roman Trobec, Matjaz Depolli, Francisco Almeida Rodriguez, Francisco de Sande, Georges Da Costa, Jean-Marc Pierson, Stergios V. Anastasiadis, Aristides Bartzokas, Christos Lolis, Pedro Gonçalves, Fabrice Brito, Nick Brown
On Processing Extreme Data. Scalable Comput. Pract. Exp. 16 (4) (2015)
Albino Altomare, Eugenio Cesario, Domenico Talia
Energy-Aware Migration of Virtual Machines Driven by Predictive Data Mining Models. PDP (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)
Eugenio Cesario, Carlo Mastroianni, Domenico Talia
A Multi-Domain Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams. J. Grid Comput. 12 (1) (2014)
Deborah Falcone, Cecilia Mascolo, Carmela Comito, Domenico Talia, Jon Crowcroft
What is this place? Inferring place categories through user patterns identification in geo-tagged tweets. MobiCASE (2014)
Domenico Talia
Big Data Mining Services and Distributed Knowledge Discovery Applications on Clouds. KEOD (2014)
Francesc Lordan, Enric Tejedor, Jorge Ejarque, Roger Rafanell, Javier Álvarez, Fabrizio Marozzo, Daniele Lezzi, Raül Sirvent, Domenico Talia, Rosa M. Badia
ServiceSs: An Interoperable Programming Framework for the Cloud. J. Grid Comput. 12 (1) (2014)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Programming Visual and Script-based Big Data Analytics Workflows on Clouds. High Performance Computing Workshop (2014)
Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia
Trajectory Pattern Mining over a Cloud-Based Framework for Urban Computing. HPCC/CSS/ICESS (2014)
Carmela Comito, Domenico Talia
Energy-aware clustering of ubiquitous devices for collaborative mobile applications. MobiCASE (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)
José Cunha, Michael Philippsen, Domenico Talia, Ana Lucia Varbanescu
Topic 9: Parallel and Distributed Programming - (Introduction). Euro-Par (2013)
Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia
Using Clouds for Smart City Applications. CloudCom (2) (2013)
Domenico Talia
Clouds for Scalable Big Data Analytics. Computer 46 (5) (2013)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Scalable script-based data analysis workflows on clouds. WORKS@SC (2013)
Carmela Comito, Domenico Talia
Energy Characterization of Data Mining Algorithms on Mobile Devices. EE-LSDS (2013)
Eugenio Cesario, Carmela Comito, Domenico Talia
Towards a Cloud-Based Framework for Urban Computing, The Trajectory Analysis Case. CGC (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)
Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio
A Distributed Allocation Strategy for Data Mining Tasks in Mobile Environments. IDC (2012)
Fabrizio Marozzo, Francesc Lordan, Roger Rafanell, Daniele Lezzi, Domenico Talia, Rosa M. Badia
Enabling Cloud Interoperability with COMPSs. Euro-Par (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Domenico Talia