FILIPPINI, FEDERICA
FILIPPINI, FEDERICA
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Decentralized Edge Workload Forecasting With Gossip Learning
2025 Tundo, A; Filippini, F; Regonesi, F; Ciavotta, M; 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
New dark matter direct search based on archaeological Pb
2025 Alloni, D; Benato, G; Carniti, P; Cataldo, M; Chen, L; Clemenza, M; Consonni, M; Croci, G; Dafinei, I; Danevich, F; Di Martino, D; Di Stefano, E; Iachellini, N; Ferroni, F; Filippini, F; Ghislandi, S; Giachero, A; Gironi, L; Gorla, P; Gotti, C; Helis, D; Kasperovych, D; Kobychev, V; Marcucci, G; Melchiorre, A; Menegolli, A; Nisi, S; Musa, M; Pagnanini, L; Pattavina, L; Pessina, G; Pirro, S; Polischuk, O; Pozzi, S; Prata, M; Puiu, A; Quitadamo, S; Riccardi, M; Rossella, M; Rossini, R; Saliu, F; Salvini, A; Scherban, A; Solopikhin, D; Tretyak, V; Trotta, D; Yuan, H
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
A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems
2023 Filippini, F; Lattuada, M; Ciavotta, M; Jahani, A; Ardagna, D; Amaldi, E
ANDREAS: Artificial intelligence traiNing scheDuler for accElerAted resource clusterS
2021 Filippini, F; Ardagna, D; Lattuada, M; Amaldi, E; Riedl, M; Materka, K; Skrzypek, P; Ciavotta, M; Magugliani, F; Cicala, M
Hierarchical Scheduling in on-demand GPU-as-a-Service Systems
2020 Filippini, F; Lattuada, M; Ciavotta, M; Jahani, A; Ardagna, D; Amaldi, E