FILIPPINI, FEDERICA
FILIPPINI, FEDERICA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems
2023-01-01 Filippini, Federica; Lattuada, Marco; Ciavotta, Michele; Jahani, Arezoo; Ardagna, Danilo; Amaldi, Edoardo
A Random Greedy based Design Time Tool for AI Applications Component Placement and Resource Selection in Computing Continua
2021-01-01 Sedghani, H.; Filippini, F.; Ardagna, D.
A Randomized Greedy Method for AI Applications Component Placement and Resource Selection in Computing Continua
2021-01-01 Sedghani, H.; Filippini, F.; Ardagna, D.
A Stochastic Approach for Scheduling AI Training Jobs in GPU-based Systems
2024-01-01 Filippini, Federica; Anselmi, Jonatha; Ardagna, Danilo; Gaujal, Bruno
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS
2021-01-01 Filippini, Federica; Ardagna, Danilo; Lattuada, Marco; Amaldi, Edoardo; Riedl, Maciek; Materka, Katarzyna; Skrzypek, Paweł; Ciavotta, Michele; Magugliani, Fabrizio; Cicala, Marco
FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum
In corso di stampa Filippini, Federica; Cavadini, Riccardo; Ardagna, Danilo; Lancellotti, Riccardo; Russo Russo, Gabriele; Cardellini, Valeria; Lo Presti, Francesco
Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees
2024-01-01 Sala, R.; Filippini, F.; Ardagna, D.; Lezzi, D.; Lordan, F.; Thiem, P.
Hierarchical Scheduling in on-demand GPU-as-a-Service Systems
2020-01-01 Filippini, Federica; Lattuada, Marco; Ciavotta, Michele; Jahani, Arezoo; Ardagna, Danilo; Amaldi, Edoardo
OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications
2023-01-01 Galimberti, Enrico; Guindani, Bruno; Filippini, Federica; Sedghani, Hamta; Ardagna, Danilo; Risco, Sebastián; Moltó, Germán; Caballer, Miguel
OSCAR-P and aMLLibrary: Profiling and predicting the performance of FaaS-based applications in computing continua
2025-01-01 Sala, Roberto; Guindani, Bruno; Galimberti, Enrico; Filippini, Federica; Sedghani, Hamta; Ardagna, Danilo; Risco, Sebastián; Moltó, Germán; Caballer, Miguel
Performance Models for Distributed Deep Learning Training Jobs on Ray
In corso di stampa Filippini, Federica; Lublinsky, Boris; de Bayser, Maximilien; Ardagna, Danilo
Runtime Management of Artificial Intelligence Applications for Smart Eyewears
2023-01-01 Kambale, A. W.; Sedghani, H.; Filippini, F.; Verticale, G.; Ardagna, D.
Scheduling Deep Learning Jobs Training in the Cloud: Comparing Multiple Approaches
2022-01-01 Precuzzi, Michele; Filippini, Federica; Ardagna, Danilo
SPACE4AI-D: A Design-Time Tool for AI Applications Resource Selection in Computing Continua
2024-01-01 Sedghani, Hamta; Filippini, Federica; Ardagna, Danilo
SPACE4AI-R: a Runtime Management Tool for AI Applications Component Placement and Resource Scaling in Computing Continua
2023-01-01 Filippini, F.; Sedghani, H.; Ardagna, D.