GAROFALO, MARCO Statistiche
GAROFALO, MARCO
DIPARTIMENTO DI INFORMATICA
HEXA: Heterogeneity-aware Exact Aggregation for Efficient Fine-Tuning in Federated Learning
2025-01-01 Garofalo, Marco; Villari, Massimo; Karray, Fakhri
Inferring Cognitive Workload From Symbolic Gaze Sequences Using Large Language Models
2025-01-01 Dell'Acqua, P.; Garofalo, M.; Rosa, F. La; Villari, M.
Simplifying Federated Learning Deployment: Design and Implementation of the FLeeT Framework
2025-01-01 Dell'Acqua, Pierluigi; Garofalo, Marco; La Rosa, Francesco; Villari, Massimo
Your Eyes Under Pressure: Real-Time Estimation of Cognitive Load with Smooth Pursuit Tracking
2025-01-01 Dell'Acqua, P.; Garofalo, M.; La Rosa, F.; Villari, M.
Cloud-Edge-Client Continuum: Leveraging Browsers as Deployment Nodes with Virtual Pods
2024-01-01 Colosi, Mario; Garofalo, Marco; Galletta, Antonino; Fazio, Maria; Celesti, Antonio; Villari, Massimo
Enabling Flower for Federated Learning in Web Browsers in the Cloud-Edge-Client Continuum
2024-01-01 Colosi, Mario; Catalfamo, Alessio; Garofalo, Marco; Villari, Massimo
Federated Objective: Assessing Client Truthfulness in Federated Learning
2024-01-01 Garofalo, Marco; Catalfamo, Alessio; Colosi, Mario; Villari, Massimo
Flower Full-Compliant Implementation of Federated Learning with Homomorphic Encryption
2024-01-01 Catalfamo, Alessio; Carnevale, Lorenzo; Garofalo, Marco; Villari, Massimo
Web-Centric Federated Learning over the Cloud-Edge Continuum Leveraging ONNX and WASM
2024-01-01 Garofalo, Marco; Colosi, Mario; Catalfamo, Alessio; Villari, Massimo
EDGEmergency: A Cloud-Edge Platform to Enable Pervasive Computing for Disaster Management
2023-01-01 Colosi, Mario; Garofalo, Marco; Carnevale, Lorenzo; Marino, Roberto; Fazio, Maria; Villari, Massimo
Workflow Engines in the Compute Continuum: a Comparative Analysis
2023-01-01 Garofalo, M.; Morabito, G.; Fazio, M.; Celesti, A.; Villari, M.
Bridging the Gap in Federated Learning Deployment: Evaluation and Prototype Design
Dell'Acqua, Pieruigi; Garofalo, Marco; Rosa, Francesco La; Villari, Massimo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| HEXA: Heterogeneity-aware Exact Aggregation for Efficient Fine-Tuning in Federated Learning | 1-gen-2025 | Garofalo, Marco; Villari, Massimo; Karray, Fakhri | |
| Inferring Cognitive Workload From Symbolic Gaze Sequences Using Large Language Models | 1-gen-2025 | Dell'Acqua, P.; Garofalo, M.; Rosa, F. La; Villari, M. | |
| Simplifying Federated Learning Deployment: Design and Implementation of the FLeeT Framework | 1-gen-2025 | Dell'Acqua, Pierluigi; Garofalo, Marco; La Rosa, Francesco; Villari, Massimo | |
| Your Eyes Under Pressure: Real-Time Estimation of Cognitive Load with Smooth Pursuit Tracking | 1-gen-2025 | Dell'Acqua, P.; Garofalo, M.; La Rosa, F.; Villari, M. | |
| Cloud-Edge-Client Continuum: Leveraging Browsers as Deployment Nodes with Virtual Pods | 1-gen-2024 | Colosi, Mario; Garofalo, Marco; Galletta, Antonino; Fazio, Maria; Celesti, Antonio; Villari, Massimo | |
| Enabling Flower for Federated Learning in Web Browsers in the Cloud-Edge-Client Continuum | 1-gen-2024 | Colosi, Mario; Catalfamo, Alessio; Garofalo, Marco; Villari, Massimo | |
| Federated Objective: Assessing Client Truthfulness in Federated Learning | 1-gen-2024 | Garofalo, Marco; Catalfamo, Alessio; Colosi, Mario; Villari, Massimo | |
| Flower Full-Compliant Implementation of Federated Learning with Homomorphic Encryption | 1-gen-2024 | Catalfamo, Alessio; Carnevale, Lorenzo; Garofalo, Marco; Villari, Massimo | |
| Web-Centric Federated Learning over the Cloud-Edge Continuum Leveraging ONNX and WASM | 1-gen-2024 | Garofalo, Marco; Colosi, Mario; Catalfamo, Alessio; Villari, Massimo | |
| EDGEmergency: A Cloud-Edge Platform to Enable Pervasive Computing for Disaster Management | 1-gen-2023 | Colosi, Mario; Garofalo, Marco; Carnevale, Lorenzo; Marino, Roberto; Fazio, Maria; Villari, Massimo | |
| Workflow Engines in the Compute Continuum: a Comparative Analysis | 1-gen-2023 | Garofalo, M.; Morabito, G.; Fazio, M.; Celesti, A.; Villari, M. | |
| Bridging the Gap in Federated Learning Deployment: Evaluation and Prototype Design | - | Dell'Acqua, Pieruigi; Garofalo, Marco; Rosa, Francesco La; Villari, Massimo |