Loris Belcastro

46 papers C 4Misc 1Journal 24Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing network security using knowledge graphs and large language models for explainable threat detection.
Future Gener. Comput. Syst.
Loris Belcastro, Carmine Carlucci, Cristian Cosentino, Pietro Liò, Fabrizio Marozzo
2026 J jnl
Navigating the Edge-Cloud Continuum: A State-of-Practice Survey.
IEEE Access
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2026 J jnl
Understanding Political Polarization With Generative AI: A Large-Scale Analysis of Voter Preferences on Social Media.
IEEE Access
Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo
2025 — conf
Advancing green and fair AI: a research perspective on environmental and social sustainability.
Ital-IA
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2025 — conf
Balanced and Token-Efficient Summarization of User Reviews via Stratified Sampling and Large Language Models.
ECML/PKDD (4)
Fabrizio Marozzo, Loris Belcastro, Cristian Cosentino, Pietro Liò
2025 J jnl
Detecting mental disorder on social media: A ChatGPT-augmented explainable approach.
Online Soc. Networks Media
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2025 J jnl
Edge-cloud solutions for big data analysis and distributed machine learning - 2.
Future Gener. Comput. Syst.
Loris Belcastro, Jesús Carretero, Domenico Talia
2025 C conf
Empowering Efficient Drone Monitoring with Low-Latency Edge-Cloud Continuum Platforms.
PDP
Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo, Aleandro Presta, Paolo Trunfio
2025 J jnl
Multi-Stakeholder Disaster Insights from Social Media Using Large Language Models.
CoRR
Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo, Merve Gündüz-Cüre, Sule Öztürk-Birim
2025 J jnl
Navigating the Edge-Cloud Continuum: A State-of-Practice Survey.
CoRR
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2025 — conf
Scalable Compression of Massive Data Collections on HPC Systems.
Euro-Par (2)
Loris Belcastro, Paolo Ferragina, Giovanni Manzini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2024 — conf
A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum.
DCOSS-IoT
Loris Belcastro, Fabrizio Marozzo, Aleandro Presta, Domenico Talia
2024 J jnl
Boosting HPC data analysis performance with the ParSoDA-Py library.
J. Supercomput.
Loris Belcastro, Salvatore Giampà, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Nihad Mammadli
2024 J jnl
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach.
CoRR
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2024 — conf
Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum.
WMNC
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Aleandro Presta, Andrea Vinci
2024 C conf
Developing Platform-Agnostic IIoT Applications in Edge-Cloud Environments.
ISM
Loris Belcastro, Fabrizio Marozzo, Aleandro Presta, Rosa Varchera, Andrea Vinci
2024 J jnl
Edge-Cloud Solutions for Big Data Analysis and Distributed Machine Learning - 1.
Future Gener. Comput. Syst.
Loris Belcastro, Jesús Carretero, Domenico Talia
2024 — book
Programming Big Data Applications - Scalable Tools and Frameworks for Your Needs
Programming Big Data Applications
Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Riccardo Cantini, Alessio Orsino
2023 J jnl
Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning.
IEEE Access
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2023 J jnl
Enhancing Cryptocurrency Price Forecasting by Integrating Machine Learning with Social Media and Market Data.
Algorithms
Loris Belcastro, Domenico Carbone, Cristian Cosentino, Fabrizio Marozzo, Paolo Trunfio
2023 C conf
Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility.
PDP
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2022 J jnl
Analyzing voter behavior on social media during the 2020 US presidential election campaign.
Soc. Netw. Anal. Min.
Loris Belcastro, Francesco Branda, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2022 J jnl
Programming big data analysis: principles and solutions.
J. Big Data
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2021 J jnl
A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows.
IEEE Access
Salvatore Giampà, Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2021 J jnl
Automatic detection of user trajectories from social media posts.
Expert Syst. Appl.
Loris Belcastro, Fabrizio Marozzo, Emanuele Perrella
2021 C conf
Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments.
DS-RT
Loris Belcastro, Alberto Falcone, Alfredo Garro, Fabrizio Marozzo
2021 J jnl
Parallel extraction of Regions-of-Interest from social media data.
Concurr. Comput. Pract. Exp.
Loris Belcastro, M. Tahar Kechadi, Fabrizio Marozzo, Luca Pastore, Domenico Talia, Paolo Trunfio
2021 J jnl
Using social media for sub-event detection during disasters.
J. Big Data
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Francesco Branda, Themis Palpanas, Muhammad Imran
2020 — conf
Cloud Computing for Enabling Big Data Analysis.
CLOSER (Selected Papers)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2020 J jnl
Learning Political Polarization on Social Media Using Neural Networks.
IEEE Access
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2019 — conf
A Novel Data-Centric Programming Model for Large-Scale Parallel Systems.
Euro-Par Workshops
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
2019 J jnl
A scalable middleware for context-aware mobile applications.
Int. J. Ad Hoc Ubiquitous Comput.
Loris Belcastro, Fabrizio Marozzo, Paolo Trunfio
2019 — ch.
Cloud Computing for Big Data Analysis.
Encyclopedia of Big Data Technologies
Fabrizio Marozzo, Loris Belcastro
2019 — conf
Developing a Cloud-Based Algorithm for Analyzing the Polarization of Social Media Users.
ALGOCLOUD
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2019 — conf
Discovering Political Polarization on Social Media: A Case Study.
SKG
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2019 J jnl
ParSoDA: high-level parallel programming for social data mining.
Soc. Netw. Anal. Min.
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2019 J jnl
Programming models and systems for Big Data analysis.
Int. J. Parallel Emergent Distributed Syst.
Loris Belcastro, Fabrizio Marozzo, Domenico Talia
2019 — ch.
Workflow Systems for Big Data Analysis.
Encyclopedia of Big Data Technologies
Loris Belcastro, Fabrizio Marozzo
2018 J jnl
G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data.
ACM Trans. Knowl. Discov. Data
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2017 — conf
A Parallel Library for Social Media Analytics.
HPCS
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2017 — conf
Appraising SPARK on Large-Scale Social Media Analysis.
Euro-Par Workshops
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2017 — ch.
Big Data Analysis on Clouds.
Handbook of Big Data Technologies
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2016 — conf
Geocon: A Middleware for Location-Aware Ubiquitous Applications.
ICA3PP Workshops
Loris Belcastro, Giulio Di Lieto, Marco Lackovic, Fabrizio Marozzo, Paolo Trunfio
2016 J jnl
Using Scalable Data Mining for Predicting Flight Delays.
ACM Trans. Intell. Syst. Technol.
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2014 Misc conf
Programming Visual and Script-based Big Data Analytics Workflows on Clouds.
High Performance Computing Workshop
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
2011 — conf
Two Step Based QoS Scheduler for DVB-S2 Satellite System.
ICC
Mauro Tropea, Fiore Veltri, Floriano De Rango, Amilcare F. Santamaria, Loris Belcastro