Marco Garofalo

18 papers B 3C 5Misc 3Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2025 B conf
Bridging the Gap in Federated Learning Deployment: Evaluation and Prototype Design.
IEEE Big Data
Pierluigi Dell'Acqua, Marco Garofalo, Francesco La Rosa, Massimo Villari
2025 J jnl
Chatgpt and operations research: evaluation on the shortest path problem.
Soft Comput.
Martina Luzzi, Francesca Guerriero, Marco Maratea, Gianluigi Greco, Marco Garofalo
2025 B conf
HEXA: Heterogeneity-aware Exact Aggregation for Efficient Fine-Tuning in Federated Learning.
IJCNN
Marco Garofalo, Massimo Villari, Fakhri Karray
2025 J jnl
Inferring Cognitive Workload From Symbolic Gaze Sequences Using Large Language Models.
IEEE Access
Pierluigi Dell'Acqua, Marco Garofalo, Francesco La Rosa, Massimo Villari
2025 J jnl
Polarization in Political Rallies: A Markovian Agent-Based Model for Opinion Dynamics.
Algorithms
Marco Scarpa, Marco Garofalo, Francesco Longo, Salvatore Serrano
2025 J jnl
Seamless remote roaming activation in LoRaWAN via an API-driven gateway bridge service.
J. Netw. Comput. Appl.
Luca D'Agati, Laura García, Rafael Asorey-Cacheda, Marco Garofalo, Francesco Longo, Antonio-Javier García-Sánchez, Joan García-Haro, Antonio Puliafito, Giovanni Merlino
2025 Misc conf
Simplifying Federated Learning Deployment: Design and Implementation of the FLeeT Framework.
UCC
Pierluigi Dell'Acqua, Marco Garofalo, Francesco La Rosa, Massimo Villari
2025 J jnl
Your Eyes Under Pressure: Real-Time Estimation of Cognitive Load with Smooth Pursuit Tracking.
Big Data Cogn. Comput.
Pierluigi Dell'Acqua, Marco Garofalo, Francesco La Rosa, Massimo Villari
2024 — conf
Bridging IoT Protocols with the Web of Things: A Path to Enhanced Interoperability.
iThings/GreenCom/CPSCom/SmartData/Cybermatics
Zakaria Benomar, Marco Garofalo, Nikolaos Georgantas, Francesco Longo, Giovanni Merlino, Antonio Puliafito
2024 Misc conf
Enabling Flower for Federated Learning in Web Browsers in the Cloud-Edge-Client Continuum.
UCC
Mario Colosi, Alessio Catalfamo, Marco Garofalo, Massimo Villari
2024 B conf
Federated Objective: Assessing Client Truthfulness in Federated Learning.
IEEE Big Data
Marco Garofalo, Alessio Catalfamo, Mario Colosi, Massimo Villari
2024 C conf
Flower Full-Compliant Implementation of Federated Learning with Homomorphic Encryption.
ISCC
Alessio Catalfamo, Lorenzo Carnevale, Marco Garofalo, Massimo Villari
2024 C conf
Web-Centric Federated Learning over the Cloud-Edge Continuum Leveraging ONNX and WASM.
ISCC
Marco Garofalo, Mario Colosi, Alessio Catalfamo, Massimo Villari
2023 C conf
Cloud-Edge-Client Continuum: Leveraging Browsers as Deployment Nodes with Virtual Pods.
BDCAT
Mario Colosi, Marco Garofalo, Antonino Galletta, Maria Fazio, Antonio Celesti, Massimo Villari
2023 — conf
Conversational XAI: Formalizing Its Basic Design Principles.
PKDD/ECML Workshops (2)
Marco Garofalo, Alessia Fantini, Roberto Pellungrini, Giovanni Pilato, Massimo Villari, Fosca Giannotti
2023 C conf
EDGEmergency: A Cloud-Edge Platform to Enable Pervasive Computing for Disaster Management.
BDCAT
Mario Colosi, Marco Garofalo, Lorenzo Carnevale, Roberto Marino, Maria Fazio, Massimo Villari
2023 C conf
Empirical Analysis of Federated Learning Algorithms: A Federated Research Infrastructure Use Case.
CLOSER
Harshit Gupta, Abhishek Verma, O. P. Vyas, Marco Garofalo, Giuseppe Tricomi, Francesco Longo, Giovanni Merlino, Antonio Puliafito
2023 Misc conf
Workflow Engines in the Compute Continuum: a Comparative Analysis.
UCC
Marco Garofalo, Gabriele Morabito, Maria Fazio, Antonio Celesti, Massimo Villari