SAVI, MARCO
SAVI, MARCO
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Decentralized Edge Workload Forecasting With Gossip Learning
2025 Tundo, A; Filippini, F; Regonesi, F; Ciavotta, M; Savi, M
In-Kernel Traffic Sketching for Volumetric DDoS Detection
2025 Zang, M; De Iaco, F; Wu, J; Savi, M
ML-Based Performance Modeling in Edge FaaS Systems
2025 Filippini, F; Cavenaghi, L; Calmi, N; Savi, M; Ciavotta, M
Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems
2025 Petriglia, E; Filippini, F; Ciavotta, M; Savi, M
SHIELDED: A Network-Aware Approach for Secure and Trustworthy Federated Learning
2025 Talpini, J; Gennaro, M; Carminati, M; Savi, M; Malandrino, F
Softwarized Edge Intelligence for Advanced IIoT Ecosystems: A Data-Driven Architecture Across the Cloud/Edge Continuum
2025 Carrascal, D; Díaz-Fuentes, J; Manso, N; Lopez-Pajares, D; Rojas, E; Savi, M; Arco, J
Towards a Knowledge Diversity Notion to Identify Intrusions in Industrial Contexts
2025 Sartori, F; Savi, M; Tarrini, G; Talpini, J
Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework
2024 Filippini, F; Calmi, N; Cavenaghi, L; Petriglia, E; Savi, M; Ciavotta, M
Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems
2024 Petriglia, E; Filippini, F; Pracucci, G; Savi, M; Ciavotta, M
Edge network softwarization and intelligence: Challenges and opportunities
2024 Troia, S; Savi, M; Grasso, C; Slyne, F; Ruan, L; Seufert, M
Enhancing trustworthiness in ML-based network intrusion detection with uncertainty quantification
2024 Talpini, J; Sartori, F; Savi, M
Hierarchical Multiclass Continual Learning for Network Intrusion Detection
2024 Talpini, J; Sartori, F; Savi, M
Introducing packet-level analysis in programmable data planes to advance Network Intrusion Detection
2024 Doriguzzi-Corin, R; Knob, L; Mendozzi, L; Siracusa, D; Savi, M
Unleashing Dynamic Pipeline Reconfiguration of P4 Switches for Efficient Network Monitoring
2024 Sadi, A; Savi, M; Melis, A; Prandini, M; Callegati, F
A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks
2023 Talpini, J; Sartori, F; Savi, M
Knowledge Artifacts to Support Dietary: The Diet Module of the PERCIVAL Project
2023 Sartori, F; Shala, K; Moglia, A; Talpini, J; Savi, M
Locality-aware Deployment of Application Microservices for Multi-domain Fog Computing
2023 Faticanti, F; Savi, M; De Pellegrini, F; Siracusa, D
Performance Characterization and Profiling of Chained CPU-bound Virtual Network Functions
2023 Troia, S; Savi, M; Nava, G; Zorello, L; Schneider, T; Maier, G
Real-time Pipeline Reconfiguration of P4 Programmable Switches to Efficiently Detect and Mitigate DDoS Attacks
2023 AL SADI, A; Savi, M; Berardi, D; Melis, A; Prandini, M; Callegati, F
Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks
2023 Di Cicco, N; Talpini, J; Ibrahimi, M; Savi, M; Tornatore, M