Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (ERCIM News, 2010)

A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Cloud Computing, 2010)

A Cloud Framework for Parameter Sweeping Data Mining Applications. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (CloudCom, 2011)

A Framework for Managing MapReduce Applications in Dynamic Distributed Environments. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (PDP, 2011)

Enabling Cloud Interoperability with COMPSs. - Fabrizio Marozzo; Francesc Lordan; Roger Rafanell; Daniele Lezzi; Domenico Talia; Rosa M. Badia (Euro-Par, 2012)

Using Clouds for Scalable Knowledge Discovery Applications. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Euro-Par Workshops, 2012)

A Cloud Framework for Big Data Analytics Workflows on Azure. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (High Performance Computing Workshop (1), 2012)

Large-Scale Data Analysis on Cloud Systems. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (ERCIM News, 2012)

P2P-MapReduce: Parallel data processing in dynamic Cloud environments. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (J. Comput. Syst. Sci., 2012)

Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud. - Giuseppe Agapito; Mario Cannataro; Pietro Hiram Guzzi; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (BCB, 2013)

Using Clouds for Smart City Applications. - Albino Altomare; Eugenio Cesario; Carmela Comito; Fabrizio Marozzo; Domenico Talia (CloudCom (2), 2013)

Scalable script-based data analysis workflows on clouds. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (WORKS@SC, 2013)

Programming Visual and Script-based Big Data Analytics Workflows on Clouds. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (High Performance Computing Workshop, 2014)

Trajectory Pattern Mining over a Cloud-Based Framework for Urban Computing. - Albino Altomare; Eugenio Cesario; Carmela Comito; Fabrizio Marozzo; Domenico Talia (HPCC/CSS/ICESS, 2014)

ServiceSs: An Interoperable Programming Framework for the Cloud. - Francesc Lordan; Enric Tejedor; Jorge Ejarque; Roger Rafanell; Javier Álvarez 001; Fabrizio Marozzo; Daniele Lezzi; Raül Sirvent; Domenico Talia; Rosa M. Badia (J. Grid Comput., 2014)

Data Analysis in the Cloud. - Domenico Talia; Paolo Trunfio; Fabrizio Marozzo (Elsevier, 2015)

Following soccer fans from geotagged tweets at FIFA World Cup 2014. - Eugenio Cesario; Chiara Congedo; Fabrizio Marozzo; Gianni Riotta; Alessandra Spada; Domenico Talia; Paolo Trunfio; Carlo Turri (ICSDM, 2015)

JS4Cloud: script-based workflow programming for scalable data analysis on cloud platforms. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Concurr. Comput. Pract. Exp., 2015)

Exascale Machines Require New Programming Paradigms and Runtimes. - 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; et al. (Supercomput. Front. Innov., 2015)

Geocon: A Middleware for Location-Aware Ubiquitous Applications. - Loris Belcastro; Giulio Di Lieto; Marco Lackovic; Fabrizio Marozzo; Paolo Trunfio (ICA3PP Workshops, 2016)

Analyzing social media data to discover mobility patterns at EXPO 2015: Methodology and results. - Eugenio Cesario; Andrea Raffaele Iannazzo; Fabrizio Marozzo; Fabrizio Morello; Gianni Riotta; Alessandra Spada; Domenico Talia; Paolo Trunfio (HPCS, 2016)

Nubytics: Scalable cloud services for data analysis and prediction. - Eugenio Cesario; Andrea Raffaele Iannazzo; Fabrizio Marozzo; Fabrizio Morello; Domenico Talia; Paolo Trunfio (RTSI, 2016)

Using Scalable Data Mining for Predicting Flight Delays. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (ACM Trans. Intell. Syst. Technol., 2016)

Exploiting in-memory storage for improving workflow executions in cloud platforms. - Francisco Rodrigo Duro; Fabrizio Marozzo; Francisco Javier García Blas; Domenico Talia; Paolo Trunfio (J. Supercomput., 2016)

Big Data Analysis on Clouds. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Handbook of Big Data Technologies, 2017)

Appraising SPARK on Large-Scale Social Media Analysis. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Euro-Par Workshops, 2017)

A Parallel Library for Social Media Analytics. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (HPCS, 2017)

Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows. - Fabrizio Marozzo; Francisco Rodrigo Duro; Francisco Javier García Blas; Jesús Carretero 001; Domenico Talia; Paolo Trunfio (HPCS, 2017)

Discovering Mobility Patterns of Instagram Users through Process Mining Techniques. - Claudia Diamantini; Laura Genga; Fabrizio Marozzo; Domenico Potena; Paolo Trunfio (IRI, 2017)

A data-aware scheduling strategy for workflow execution in clouds. - Fabrizio Marozzo; Francisco Rodrigo Duro; Francisco Javier García Blas; Jesús Carretero 001; Domenico Talia; Paolo Trunfio (Concurr. Comput. Pract. Exp., 2017)

SMA4TD: A social media analysis methodology for trajectory discovery in large-scale events. - Eugenio Cesario; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Online Soc. Networks Media, 2017)

Trajectory Pattern Mining for Urban Computing in the Cloud. - Albino Altomare; Eugenio Cesario; Carmela Comito; Fabrizio Marozzo; Domenico Talia (IEEE Trans. Parallel Distributed Syst., 2017)

Implementing MapReduce Applications in Dynamic Cloud Environments. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Cloud Computing, 2nd Ed., 2017)

BitTorrentSW: A Sleep-and-Wake Approach to Reduce Energy Consumption in BitTorrent Networks. - Fabrizio Marozzo; Francesco Marzano; Domenico Talia; Paolo Trunfio (HPCS, 2018)

Analyzing polarization of social media users and news sites during political campaigns. - Fabrizio Marozzo; Alessandro Bessi (Soc. Netw. Anal. Min., 2018)

G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (ACM Trans. Knowl. Discov. Data, 2018)

A Workflow Management System for Scalable Data Mining on Clouds. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (IEEE Trans. Serv. Comput., 2018)

Data management techniques. - Angelos Bilas; Jesús Carretero 001; Toni Cortes; Javier García-Blas; Pilar González-Férez; Anastasios Papagiannis; Anna Queralt; Fabrizio Marozzo; Giorgos Saloustros; Ali Shoker; Domenico Talia; Paolo Trunfio (Ultrascale Computing Systems, 2019)

Developing a Cloud-Based Algorithm for Analyzing the Polarization of Social Media Users. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (ALGOCLOUD, 2019)

A Novel Data-Centric Programming Model for Large-Scale Parallel Systems. - 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; et al. (Euro-Par Workshops, 2019)

Discovering Political Polarization on Social Media: A Case Study. - Loris Belcastro; Riccardo Cantini; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (SKG, 2019)

A scalable middleware for context-aware mobile applications. - Loris Belcastro; Fabrizio Marozzo; Paolo Trunfio (Int. J. Ad Hoc Ubiquitous Comput., 2019)

Programming models and systems for Big Data analysis. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia (Int. J. Parallel Emergent Distributed Syst., 2019)

ParSoDA: high-level parallel programming for social data mining. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Soc. Netw. Anal. Min., 2019)

Workflow Systems for Big Data Analysis. - Loris Belcastro; Fabrizio Marozzo (Encyclopedia of Big Data Technologies, 2019)

Cloud Computing for Big Data Analysis. - Fabrizio Marozzo; Loris Belcastro (Encyclopedia of Big Data Technologies, 2019)

Infrastructures for High-Performance Computing: Cloud Infrastructures. - Fabrizio Marozzo (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Infrastructures for High-Performance Computing: Cloud Computing Development Environments. - Fabrizio Marozzo; Paolo Trunfio (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Cloud Computing for Enabling Big Data Analysis. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (CLOSER (Selected Papers), 2020)

Discovering Travelers' Purchasing Behavior from Public Transport Data. - Francesco Branda; Fabrizio Marozzo; Domenico Talia (LOD (1), 2020)

M3AT: Monitoring Agents Assignment Model for Data-Intensive Applications. - Vladislav Kashansky; Dragi Kimovski; Radu Prodan; Prateek Agrawal; Fabrizio Marozzo; Gabriel Iuhasz; Marek Justyna; Javier García-Blas (PDP, 2020)

Learning Political Polarization on Social Media Using Neural Networks. - Loris Belcastro; Riccardo Cantini; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (IEEE Access, 2020)

Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport. - Francesco Branda; Fabrizio Marozzo; Domenico Talia (Big Data Cogn. Comput., 2020)

A sleep-and-wake technique for reducing energy consumption in BitTorrent networks. - Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Concurr. Comput. Pract. Exp., 2020)

Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments. - Loris Belcastro; Alberto Falcone; Alfredo Garro; Fabrizio Marozzo (DS-RT, 2021)

A visual tool for reducing returns in e-commerce platforms. - Riccardo Cantini; Fabrizio Marozzo; Alessio Orsino; Martina Passarelli; Paolo Trunfio (RTSI, 2021)

IoT platforms and services configuration through parameter sweep: a simulation-based approach. - Alessandro Barbieri; Fabrizio Marozzo; Claudio Savaglio (SMC, 2021)

A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows. - Salvatore Giampà; Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (IEEE Access, 2021)

Parallel extraction of Regions-of-Interest from social media data. - Loris Belcastro; M. Tahar Kechadi; Fabrizio Marozzo; Luca Pastore; Domenico Talia; Paolo Trunfio (Concurr. Comput. Pract. Exp., 2021)

Computer architecture and high performance computing. - Raphael Y. de Camargo; Fabrizio Marozzo; Wellington Martins (Concurr. Comput. Pract. Exp., 2021)

Automatic detection of user trajectories from social media posts. - Loris Belcastro; Fabrizio Marozzo; Emanuele Perrella (Expert Syst. Appl., 2021)

Autotuning of Exascale Applications With Anomalies Detection. - Dragi Kimovski; Roland Mathá; Gabriel Iuhasz; Fabrizio Marozzo; Dana Petcu; Radu Prodan (Frontiers Big Data, 2021)

Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines. - Riccardo Cantini; Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio (Future Internet, 2021)

Using social media for sub-event detection during disasters. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio; Francesco Branda; Themis Palpanas; Muhammad Imran 002 (J. Big Data, 2021)

A Weighted Artificial Bee Colony algorithm for influence maximization. - Riccardo Cantini; Fabrizio Marozzo; Silvio Mazza; Domenico Talia; Paolo Trunfio (Online Soc. Networks Media, 2021)

Edge Computing Solutions for Distributed Machine Learning. - Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio (DASC/PiCom/CBDCom/CyberSciTech, 2022)

Topic Detection and Tracking in Social Media Platforms. - Riccardo Cantini; Fabrizio Marozzo (PerSOM, 2022)

Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model. - Javier García-Blas; Javier Fernández Muñoz; Jesús Carretero 001; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio; Alberto Fernández-Pena; Daniel Martín de Blas (SBAC-PAD, 2022)

Analyzing Political Polarization on Social Media by Deleting Bot Spamming. - Riccardo Cantini; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Big Data Cogn. Comput., 2022)

Block size estimation for data partitioning in HPC applications using machine learning techniques. - Riccardo Cantini; Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio; Rosa M. Badia; Jorge Ejarque; Fernando Vázquez (CoRR, 2022)

Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence. - Jorge Ejarque; Rosa M. Badia; Loïc Albertin; Giovanni Aloisio; Enrico Baglione; Yolanda Becerra 001; Stefan Boschert; Julian R. Berlin; Alessandro D'Anca; Donatello Elia; François Exertier; Sandro Fiore; et al. (Future Gener. Comput. Syst., 2022)

Programming big data analysis: principles and solutions. - Loris Belcastro; Riccardo Cantini; Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio (J. Big Data, 2022)

Analyzing voter behavior on social media during the 2020 US presidential election campaign. - Loris Belcastro; Francesco Branda; Riccardo Cantini; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Soc. Netw. Anal. Min., 2022)

Learning Sentence-to-Hashtags Semantic Mapping for Hashtag Recommendation on Microblogs. - Riccardo Cantini; Fabrizio Marozzo; Giovanni Bruno; Paolo Trunfio (ACM Trans. Knowl. Discov. Data, 2022)

Scaling Machine Learning at the Edge-Cloud: A Distributed Computing Perspective. - Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio (DCOSS-IoT, 2023)

Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERT. - Riccardo Cantini; Cristian Cosentino; Irene Kilanioti; Fabrizio Marozzo; Domenico Talia (DS, 2023)

Intelligent and Sustainable Transportation through Multi-Objective Model for the Logistic Route-Order Dispatching System. - Vladislav Kashansky; Sara Agha Hossein Kashani; Hai Zhuge; Javier García Blas; Fabrizio Marozzo (GoodIT, 2023)

Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility. - Loris Belcastro; Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio (PDP, 2023)

Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning. - Loris Belcastro; Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio (IEEE Access, 2023)

Enhancing Cryptocurrency Price Forecasting by Integrating Machine Learning with Social Media and Market Data. - Loris Belcastro; Domenico Carbone; Cristian Cosentino; Fabrizio Marozzo; Paolo Trunfio (Algorithms, 2023)

Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems. - Fabrizio Marozzo; Domenico Talia (Big Data Cogn. Comput., 2023)

Programming Big Data Applications - Scalable Tools and Frameworks for Your Needs - Domenico Talia; Paolo Trunfio; Fabrizio Marozzo; Loris Belcastro; Riccardo Cantini; Alessio Orsino (Programming Big Data Applications, 2024)

A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum. - Loris Belcastro; Fabrizio Marozzo; Aleandro Presta; Domenico Talia (DCOSS-IoT, 2024)

Design of Platform-Independent IoT Applications in the Edge-Cloud Continuum. - Fabrizio Marozzo; Andrea Vinci (DCOSS-IoT, 2024)

Exploiting Large Language Models for Enhanced Review Classification Explanations Through Interpretable and Multidimensional Analysis. - Cristian Cosentino; Merve Gündüz-Cüre; Fabrizio Marozzo; Sule Öztürk-Birim (DS (1), 2024)

Multi-dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models. - Riccardo Cantini; Cristian Cosentino; Fabrizio Marozzo (AIAI (2), 2024)

Developing Platform-Agnostic IIoT Applications in Edge-Cloud Environments. - Loris Belcastro; Fabrizio Marozzo; Aleandro Presta; Rosa Varchera; Andrea Vinci (ISM, 2024)

Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum. - Loris Belcastro; Fabrizio Marozzo; Alessio Orsino; Aleandro Presta; Andrea Vinci (WMNC, 2024)

An Innovative Control Approach for Cyber-Physical Transportation Systems: The Case of Monte-Carlo Workflow Computations. - Vladislav Kashansky; Sara Agha Hossein Kashani; Javier García Blas; Fabrizio Marozzo; Hai Zhuge; Xiaoping Sun (PDP, 2024)

Boosting HPC data analysis performance with the ParSoDA-Py library. - Loris Belcastro; Salvatore Giampà; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio; Rosa M. Badia; Jorge Ejarque; Nihad Mammadli (J. Supercomput., 2024)

Block size estimation for data partitioning in HPC applications using machine learning techniques. - Riccardo Cantini; Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio; Rosa M. Badia; Jorge Ejarque; Fernando Vázquez-Novoa (J. Big Data, 2024)

Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach. - Fabrizio Marozzo (AIAI (2), 2025)

Scalable Compression of Massive Data Collections on HPC Systems. - Loris Belcastro; Paolo Ferragina; Giovanni Manzini; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Euro-Par (2), 2025)

Empowering Efficient Drone Monitoring with Low-Latency Edge-Cloud Continuum Platforms. - Loris Belcastro; Cristian Cosentino; Fabrizio Marozzo; Aleandro Presta; Paolo Trunfio (PDP, 2025)

Detecting mental disorder on social media: A ChatGPT-augmented explainable approach. - Loris Belcastro; Riccardo Cantini; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Online Soc. Networks Media, 2025)

Harnessing prompt-based large language models for disaster monitoring and automated reporting from social media feedback. - Riccardo Cantini; Cristian Cosentino; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (Online Soc. Networks Media, 2025)

Unmasking deception: a topic-oriented multimodal approach to uncover false information on social media. - Riccardo Cantini; Cristian Cosentino; Irene Kilanioti; Fabrizio Marozzo; Domenico Talia (Mach. Learn., 2025)

Dynamic hashtag recommendation in social media with trend shift detection and adaptation. - Riccardo Cantini; Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio (CoRR, 2025)

Multi-Stakeholder Disaster Insights from Social Media Using Large Language Models. - Loris Belcastro; Cristian Cosentino; Fabrizio Marozzo; Merve Gündüz-Cüre; Sule Öztürk-Birim (CoRR, 2025)

Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI. - Hugo Georgenthum; Cristian Cosentino; Fabrizio Marozzo; Pietro Liò (CoRR, 2025)

Navigating the Edge-Cloud Continuum: A State-of-Practice Survey. - Loris Belcastro; Fabrizio Marozzo; Alessio Orsino; Domenico Talia; Paolo Trunfio (CoRR, 2025)

CyberRAG: An agentic RAG cyber attack classification and reporting tool. - Francesco Blefari; Cristian Cosentino; Francesco Aurelio Pironti; Angelo Furfaro; Fabrizio Marozzo (CoRR, 2025)