SALA, ROBERTO
SALA, ROBERTO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
AI Applications Resource Allocation in Computing Continuum: A Stackelberg Game Approach
2024-01-01 Sala, Roberto; Sedghani, Hamta; Passacantando, Mauro; Verticale, Giacomo; Ardagna, Danilo
d-MALIBOO: a Bayesian Optimization framework for dealing with Discrete Variables
2024-01-01 Sala, Roberto; Guindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra
Deep Surrogate Models of Serverless Batch Processing Services
2025-01-01 Gao, Yicheng; Sala, Roberto; Ardagna, Danilo; Casale, Giuliano
Discrete Bayesian Optimization via Machine Learning
2025-01-01 Sala, Roberto; Guindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra
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.
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
PAK-MAN: Enhancing Parallel Bayesian Optimization of Cloud and HPC Systems via Machine Learning
2024-01-01 Barone, L.; Guindani, B.; Sala, R.; Gadioli, D.; Ardagna, D.; Guglielmi, A.