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Andrea Borghesi
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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
2512019
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
1012019
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
552016
Improving deep learning models via constraint-based domain knowledge: a brief survey
A Borghesi, F Baldo, M Milano
arXiv preprint arXiv:2005.10691, 2020
492020
Online anomaly detection in hpc systems
A Borghesi, A Libri, L Benini, A Bartolini
2019 IEEE International Conference on Artificial Intelligence Circuits and†…, 2019
492019
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
452018
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
342019
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
332018
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
322015
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
312015
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
282021
Data-driven job dispatching in HPC systems
C Galleguillos, A SÓrbu, Z Kiziltan, O Babaoglu, A Borghesi, T Bridi
Machine Learning, Optimization, and Big Data: Third International Conference†…, 2018
282018
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
282017
A machine learning approach to online fault classification in HPC systems
A Netti, Z Kiziltan, O Babaoglu, A SÓrbu, A Bartolini, A Borghesi
Future Generation Computer Systems 110, 1009-1022, 2020
272020
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
272019
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
272018
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
212021
FINJ: A fault injection tool for HPC systems
A Netti, Z Kiziltan, O Babaoglu, A SÓrbu, A Bartolini, A Borghesi
Euro-Par 2018: Parallel Processing Workshops: Euro-Par 2018 International†…, 2019
202019
Simulation Of Incentive Mechanisms For Renewable Energy Policies.
A Borghesi, M Milano, M Gavanelli, T Woods
ECMS, 32-38, 2013
202013
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
192014
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