| Anomaly detection using autoencoders in high performance computing systems A Borghesi, A Bartolini, M Lombardi, M Milano, L Benini Proceedings of the AAAI Conference on artificial intelligence 33 (01), 9428-9433, 2019 | 197 | 2019 |
| A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems A Borghesi, A Bartolini, M Lombardi, M Milano, L Benini Engineering Applications of Artificial Intelligence 85, 634-644, 2019 | 75 | 2019 |
| Predictive modeling for job power consumption in HPC systems A Borghesi, A Bartolini, M Lombardi, M Milano, L Benini High Performance Computing: 31st International Conference, ISC High …, 2016 | 43 | 2016 |
| Online anomaly detection in hpc systems A Borghesi, A Libri, L Benini, A Bartolini 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 36 | 2019 |
| Energy and power aware job scheduling and resource management: Global survey—initial analysis M Maiterth, G Koenig, K Pedretti, S Jana, N Bates, A Borghesi, D Montoya, ... 2018 IEEE International Parallel and Distributed Processing Symposium …, 2018 | 36 | 2018 |
| Improving deep learning models via constraint-based domain knowledge: a brief survey A Borghesi, F Baldo, M Milano arXiv preprint arXiv:2005.10691, 2020 | 35 | 2020 |
| Power capping in high performance computing systems A Borghesi, F Collina, M Lombardi, M Milano, L Benini Principles and Practice of Constraint Programming: 21st International …, 2015 | 32 | 2015 |
| Ms3: A mediterranean-stile job scheduler for supercomputers-do less when it's too hot! A Borghesi, C Conficoni, M Lombardi, A Bartolini 2015 International Conference on High Performance Computing & Simulation …, 2015 | 30 | 2015 |
| Scheduling-based power capping in high performance computing systems A Borghesi, A Bartolini, M Lombardi, M Milano, L Benini Sustainable Computing: Informatics and Systems 19, 1-13, 2018 | 28 | 2018 |
| Design of an energy aware petaflops class high performance cluster based on power architecture WA Ahmad, A Bartolini, F Beneventi, L Benini, A Borghesi, M Cicala, ... 2017 IEEE International Parallel and Distributed Processing Symposium …, 2017 | 25 | 2017 |
| Paving the way toward energy-aware and automated datacentre A Bartolini, F Beneventi, A Borghesi, D Cesarini, A Libri, L Benini, ... Proceedings of the 48th International Conference on Parallel Processing …, 2019 | 24 | 2019 |
| The DAVIDE big-data-powered fine-grain power and performance monitoring support A Bartolini, A Borghesi, A Libri, F Beneventi, D Gregori, S Tinti, ... Proceedings of the 15th ACM International Conference on Computing Frontiers …, 2018 | 24 | 2018 |
| Data-driven job dispatching in HPC systems C Galleguillos, A Sîrbu, Z Kiziltan, O Babaoglu, A Borghesi, T Bridi Machine Learning, Optimization, and Big Data: Third International Conference …, 2018 | 24 | 2018 |
| Pricing schemes for energy-efficient HPC systems: Design and exploration A Borghesi, A Bartolini, M Milano, L Benini The International Journal of High Performance Computing Applications 33 (4 …, 2019 | 21 | 2019 |
| Proactive workload dispatching on the EURORA supercomputer A Bartolini, A Borghesi, T Bridi, M Lombardi, M Milano Principles and Practice of Constraint Programming: 20th International …, 2014 | 19 | 2014 |
| A machine learning approach to online fault classification in HPC systems A Netti, Z Kiziltan, O Babaoglu, A Sîrbu, A Bartolini, A Borghesi Future Generation Computer Systems 110, 1009-1022, 2020 | 18 | 2020 |
| Simulation Of Incentive Mechanisms For Renewable Energy Policies. A Borghesi, M Milano, M Gavanelli, T Woods ECMS, 32-38, 2013 | 18 | 2013 |
| FINJ: A fault injection tool for HPC systems A Netti, Z Kiziltan, O Babaoglu, A Sîrbu, A Bartolini, A Borghesi Euro-Par 2018: Parallel Processing Workshops: Euro-Par 2018 International …, 2019 | 16 | 2019 |
| Anomaly detection and anticipation in high performance computing systems A Borghesi, M Molan, M Milano, A Bartolini IEEE Transactions on Parallel and Distributed Systems 33 (4), 739-750, 2021 | 13 | 2021 |
| Combining learning and optimization for transprecision computing A Borghesi, G Tagliavini, M Lombardi, L Benini, M Milano Proceedings of the 17th ACM International Conference on Computing Frontiers …, 2020 | 12 | 2020 |
