Bruno Guindani

According to our database, Bruno Guindani authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems.

Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi, Roberto Rocco, Gianluca Palermo

IEEE Trans. Cloud Comput., 2024

2023

OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications.

Enrico Galimberti, Bruno Guindani, Federica Filippini, Hamta Sedghani, Danilo Ardagna, Germán Moltó, Miguel Caballer

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

aMLLibrary: An AutoML Approach For Performance Prediction.

Bruno Guindani, Marco Lattuada, Danilo Ardagna

Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale: the LIGATE Approach.

Gianluca Palermo, Gianmarco Accordi, Davide Gadioli, Emanuele Vitali, Cristina Silvano, Bruno Guindani, Danilo Ardagna, Andrea Rosario Beccari, Domenico Bonanni, Carmine Talarico, Filippo Lunghini, Jan Martinovic, Paulo Silva, Ada Bohm, Jakub Beránek, Jan Krenek, Branislav Jansik, Biagio Cosenza, Luigi Crisci, Peter Thoman, Philip Salzmann, Thomas Fahringer, Leila T. Alexander, Gerardo Tauriello, Torsten Schwede, Janani Durairaj, Andrew Emerson, Federico Ficarelli, Sebastian Wingbermühle, Eric Lindahl, Daniele Gregori, Emanuele Sana, Silvano Coletti, Philipp Gschwandtner

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022

MALIBOO: When Machine Learning meets Bayesian Optimization.

Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi

Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022