GUINDANI, BRUNO
GUINDANI, BRUNO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
AMLLibrary: An AutoML Approach for Performance Prediction
2023-01-01 Guindani, Bruno; Lattuada, Marco; Ardagna, Danilo
Bayesian optimization for cloud resource management through machine learning
2024-01-01 Guindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra
Bayesian optimization with machine learning for big data applications in the cloud
2022-01-01 Guindani, B.; Ardagna, D.; Guglielmi, A.
d-MALIBOO: a Bayesian Optimization framework for dealing with Discrete Variables
2024-01-01 Sala, Roberto; Guindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra
Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems
2024-01-01 Guindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra; Rocco, Roberto; Palermo, Gianluca
MALIBOO: When Machine Learning meets Bayesian Optimization
2022-01-01 Guindani, B.; Ardagna, D.; Guglielmi, A.
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
Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale: the LIGATE Approach
2023-01-01 Palermo, G.; Accordi, G.; Gadioli, D.; Vitali, E.; Silvano, C.; Guindani, B.; Ardagna, D.; Beccari, A. R.; Bonanni, D.; Talarico, C.; Lughini, F.; Martinovic, J.; Silva, P.; Bohm, A.; Beranek, J.; Krenek, J.; Jansik, B.; Cosenza, B.; Crisci, L.; Thoman, P.; Salzmann, P.; Fahringer, T.; Alexander, L. T.; Tauriello, G.; Schwede, T.; Durairaj, J.; Emerson, A.; Ficarelli, F.; Wingbermühle, S.; Lindhal, E.; Gregori, D.; Sana, E.; Coletti, S.; Gschwandtner, P.