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Andrea Borghesi
Tytuł
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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
2442019
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
982019
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
522016
Improving deep learning models via constraint-based domain knowledge: a brief survey
A Borghesi, F Baldo, M Milano
arXiv preprint arXiv:2005.10691, 2020
472020
Online anomaly detection in hpc systems
A Borghesi, A Libri, L Benini, A Bartolini
2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019
472019
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
432018
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
322019
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
322018
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
302015
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 Sîrbu, 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
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
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
262020
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
202019
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
Simulation Of Incentive Mechanisms For Renewable Energy Policies.
A Borghesi, M Milano, M Gavanelli, T Woods
ECMS, 32-38, 2013
192013
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
182021
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