Bruno Guindani

19 papers A 1B 1C 1Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Detection and Mitigation of Dependability Failures in Healthcare Scenarios through Digital Twins.
CoRR
Bruno Guindani, Matteo Camilli, Livia Lestingi, Marcello M. Bersani
2025 J jnl
BayesMix: Bayesian Mixture Models in
J. Stat. Softw.
Mario Beraha, Bruno Guindani, Matteo Gianella, Alessandra Guglielmi
2025 A conf
Detecting Dependability Failures in Healthcare Scenarios via Digital Shadows.
ISSRE
Bruno Guindani, Matteo Camilli, Livia Lestingi, Marcello Maria Bersani
2025 J jnl
Discrete Bayesian Optimization via Machine Learning.
Perform. Evaluation
Roberto Sala, Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi
2025 J jnl
Efficient parameter tuning for a structure-based virtual screening HPC application.
J. Parallel Distributed Comput.
Bruno Guindani, Davide Gadioli, Roberto Rocco, Danilo Ardagna, Gianluca Palermo
2025 — conf
Leveraging LLMs to Automate Software Architecture Design from Informal Specifications.
ICSA Companion
Alberto Tagliaferro, Simone Corbo, Bruno Guindani
2025 J jnl
OSCAR-P and aMLLibrary: Profiling and predicting the performance of FaaS-based applications in computing continua.
J. Syst. Softw.
Roberto Sala, Bruno Guindani, Enrico Galimberti, Federica Filippini, Hamta Sedghani, Danilo Ardagna, Sebastián Risco, Germán Moltó, Miguel Caballer
2024 J jnl
Efficient Parameter Tuning for a Structure-Based Virtual Screening HPC Application.
CoRR
Bruno Guindani, Davide Gadioli, Roberto Rocco, Danilo Ardagna, Gianluca Palermo
2024 — conf
Exploring the Utility of Graph Methods in HPC Thermal Modeling.
ICPE (Companion)
Bruno Guindani, Martin Molan, Andrea Bartolini, Luca Benini
2024 J jnl
Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems.
IEEE Trans. Cloud Comput.
Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi, Roberto Rocco, Gianluca Palermo
2024 — conf
LIGATE - LIgand Generator and portable drug discovery platform AT Exascale.
CF (Companion)
Gianluca Palermo, Gianmarco Accordi, Davide Gadioli, Yuedong Zhang, Emanuele Vitali, Bruno Guindani, Danilo Ardagna, Cristina Silvano, Andrea Rosario Beccari, Domenico Bonanni, Carmine Talarico, Filippo Lunghini, Akash Deep Biswas, Jan Martinovic, Martin Golasowski, Paulo Silva, Ada Böhm, Jakub Beránek, Jan Krenek, Branislav Jansik, Peter Thoman, Philip Salzmann, Thomas Fahringer, Torsten Schwede, Leila Tamara Alexander, Gerardo Tauriello, Janani Durairaj, Biagio Cosenza, Luigi Crisci, Andrew Emerson, Federico Ficarelli, Erik Lindahl, Sebastian Wingbermühle, Daniele Gregori, Silvano Coletti, Emanuele Sana, Philipp Gschwandtner
2024 J jnl
OSCAR-P and aMLLibrary: Profiling and Predicting the Performance of FaaS-based Applications in Computing Continua.
CoRR
Roberto Sala, Bruno Guindani, Enrico Galimberti, Federica Filippini, Hamta Sedghani, Danilo Ardagna, Sebastián Risco, Germán Moltó, Miguel Caballer
2024 — conf
PAK-MAN: Enhancing Parallel Bayesian Optimization of Cloud and HPC Systems via Machine Learning.
VALUETOOLS
Leonardo Barone, Bruno Guindani, Roberto Sala, Davide Gadioli, Danilo Ardagna, Alessandra Guglielmi
2024 B conf
d-MALIBOO: a Bayesian Optimization framework for dealing with Discrete Variables.
MASCOTS
Roberto Sala, Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi
2023 — conf
OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications.
ICPE (Companion)
Enrico Galimberti, Bruno Guindani, Federica Filippini, Hamta Sedghani, Danilo Ardagna, Germán Moltó, Miguel Caballer
2023 — conf
Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale: the LIGATE Approach.
CF
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, Erik Lindahl, Daniele Gregori, Emanuele Sana, Silvano Coletti, Philipp Gschwandtner
2023 J jnl
Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale: the LIGATE Approach.
CoRR
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, Luigi Crisci, Biagio Cosenza, Peter Thoman, Philip Salzmann, Thomas Fahringer, Leila T. Alexander, Gerardo Tauriello, Torsten Schwede, Janani Durairaj, Andrew Emerson, Federico Ficarelli, Sebastian Wingbermühle, Erik Lindahl, Daniele Gregori, Emanuele Sana, Silvano Coletti, Philipp Gschwandtner
2023 C conf
aMLLibrary: An AutoML Approach For Performance Prediction.
ECMS
Bruno Guindani, Marco Lattuada, Danilo Ardagna
2022 — conf
MALIBOO: When Machine Learning meets Bayesian Optimization.
SmartCloud
Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi