| 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 | 333 | 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 | 127 | 2019 |
| Predictive modeling for job power consumption in HPC systems A Borghesi, A Bartolini, M Lombardi, M Milano, L Benini International conference on high performance computing, 181-199, 2016 | 68 | 2016 |
| Improving deep learning models via constraint-based domain knowledge: a brief survey A Borghesi, F Baldo, M Milano arXiv preprint arXiv:2005.10691, 2020 | 64 | 2020 |
| Online anomaly detection in hpc systems A Borghesi, A Libri, L Benini, A Bartolini 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 61 | 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 | 56 | 2021 |
| RUAD: Unsupervised anomaly detection in HPC systems M Molan, A Borghesi, D Cesarini, L Benini, A Bartolini Future Generation Computer Systems 141, 542-554, 2023 | 52 | 2023 |
| 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 | 51 | 2018 |
| Examon-x: a predictive maintenance framework for automatic monitoring in industrial iot systems A Borghesi, A Burrello, A Bartolini IEEE Internet of Things Journal 10 (4), 2995-3005, 2021 | 48 | 2021 |
| Paving the way toward energy-aware and automated datacentre A Bartolini, F Beneventi, A Borghesi, D Cesarini, A Libri, L Benini, ... Workshop Proceedings of the 48th International Conference on Parallel …, 2019 | 48 | 2019 |
| 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 | 45 | 2018 |
| 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 | 41 | 2020 |
| Data-driven job dispatching in HPC systems C Galleguillos, A Sîrbu, Z Kiziltan, O Babaoglu, A Borghesi, T Bridi International Workshop on Machine Learning, Optimization, and Big Data, 449-461, 2017 | 39 | 2017 |
| Power capping in high performance computing systems A Borghesi, F Collina, M Lombardi, M Milano, L Benini International Conference on Principles and Practice of Constraint …, 2015 | 39 | 2015 |
| M100 exadata: a data collection campaign on the cineca’s marconi100 tier-0 supercomputer A Borghesi, C Di Santi, M Molan, MS Ardebili, A Mauri, M Guarrasi, ... Scientific Data 10 (1), 288, 2023 | 38 | 2023 |
| 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 | 34 | 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 | 34 | 2018 |
| Iotwins: Design and implementation of a platform for the management of digital twins in industrial scenarios A Borghesi, G Di Modica, P Bellavista, V Gowtham, A Willner, D Nehls, ... 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021 | 32 | 2021 |
| 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 | 32 | 2015 |
| 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 | 30 | 2017 |
