OSCAR-P and aMLLibrary: Profiling and predicting the performance of FaaS-based applications in computing continua.
J. Syst. Softw., 2025
Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems.
IEEE Trans. Cloud Comput., 2024
Efficient Parameter Tuning for a Structure-Based Virtual Screening HPC Application.
CoRR, 2024
Exploring the Utility of Graph Methods in HPC Thermal Modeling.
Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024
d-MALIBOO: a Bayesian Optimization framework for dealing with Discrete Variables.
Proceedings of the 32nd International Conference on Modeling, 2024
LIGATE - LIgand Generator and portable drug discovery platform AT Exascale.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024
OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023
aMLLibrary: An AutoML Approach For Performance Prediction.
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.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023
MALIBOO: When Machine Learning meets Bayesian Optimization.
Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022