Foto del docente

Andrea Borghesi

Professore a contratto

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Assegnista di ricerca

Dipartimento di Informatica - Scienza e Ingegneria

Pubblicazioni

Borghesi A.; Bartolini A.; Lombardi M.; Milano M.; Benini L., A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», 2019, 85, pp. 634 - 644 [articolo]

Borghesi, Andrea; Bartolini, Andrea; Lombardi, Michele; Milano, Michela; Benini, Luca, Anomaly Detection Using Autoencoders in High Performance Computing Systems, in: Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019, 33, pp. 9428 - 9433 (atti di: Thirty-Third AAAI Conference on Artificial Intelligence, Honolulu, Hawaii, US, 28 Jan - 02 Feb 2019) [Contributo in Atti di convegno]

Borghesi, Andrea; Milano, Michela, Merging Observed and Self-Reported Behaviour in Agent-Based Simulation: A Case Study on Photovoltaic Adoption, «APPLIED SCIENCES», 2019, 9, pp. 2098 - 2118 [articolo]

Borghesi A.; Libri A.; Benini L.; Bartolini A., Online Anomaly Detection in HPC Systems, in: Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, 2019, pp. 229 - 233 (atti di: IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, Hsinchu, Taiwan, 18-20 March 2019) [Contributo in Atti di convegno]

Bartolini, Andrea; Beneventi, Francesco; Borghesi, Andrea; Cesarini, Daniele; Libri, Antonio; Benini, Luca; Cavazzoni, Carlo, Paving the Way Toward Energy-Aware and Automated Datacentre, in: Proceedings of the 48th International Conference on Parallel Processing, 2019, pp. 1 - 8 (atti di: International Conference on Parallel Processing (ICPP), Kyoto, Japan, August 05 - 08, 2019) [Contributo in Atti di convegno]

Cristian, Galleguillos; Sîrbu, Alina; Kiziltan, Zeynep; Babaoglu, Ozalp; Borghesi, Andrea; Bridi, Thomas, Data-Driven Job Dispatching in HPC Systems, in: Machine Learning, Optimization, and Big Data, 2018, 10710, pp. 449 - 461 (atti di: MOD 2017 - The Third International Conference on Machine Learning, Optimization and Big Data, Volterra, Italy, 14-17 September 2017) [Contributo in Atti di convegno]

Maiterth, Matthias; Koenig, Gregory; Pedretti, Kevin; Jana, Siddhartha; Bates, Natalie; Borghesi, Andrea; Montoya, Dave; Bartolini, Andrea; Puzovic, Milos, Energy and Power Aware Job Scheduling and Resource Management: Global Survey — Initial Analysis, in: Maiterth, Matthias, 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2018, pp. 685 - 693 (atti di: 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), Vancouver, BC, Canada, Canada, 21-25 May 2018) [Contributo in Atti di convegno]

Alessio Netti; Zeynep Kiziltan; Ozalp Babaoglu; Alina Sirbu; Andrea Bartolini; Andrea Borghesi, FINJ: A Fault Injection Tool for HPC Systems, in: Resilience 2018: 11th Workshop on Resiliency in High Performance Computing, Berlin, Springer-Verlag, 2018, 11339, pp. 800 - 812 (atti di: Euro-Par 2018: European Conference on Parallel Processing Workshops, Turin, Italy, 27-28 August 2018) [Contributo in Atti di convegno]

Borghesi, Andrea; Bartolini, Andrea; Milano, Michela; Benini, Luca, Pricing schemes for energy-efficient HPC systems: Design and exploration, «INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS», 2018, 32, pp. 109434201881459 - 109434201881478 [articolo]

Borghesi, Andrea; Bartolini, Andrea; Lombardi, Michele; Milano, Michela; Benini, Luca, Scheduling-based power capping in high performance computing systems, «SUSTAINABLE COMPUTING», 2018, 19, pp. 1 - 13 [articolo]

Bartolini, Andrea; Borghesi, Andrea; Libri, Antonio; Beneventi, Francesco; Gregori, Daniele; Tinti, Simone; Gianfreda, Cosimo; Altoè, Piero, The D.A.V.I.D.E. big-data-powered fine-grain power and performance monitoring support, in: Proceedings of the 15th ACM International Conference on Computing Frontiers, CF 2018, Ischia, Italy, May 08-10, 2018, New York, ACM, 2018, pp. 303 - 308 (atti di: 15th ACM International Conference on Computing Frontiers, CF 2018, Ischia, Italy, May 08-10, 2018) [Contributo in Atti di convegno]

Abu Ahmad, Wissam; Bartolini, Andrea; Beneventi, Francesco; Benini, Luca; Borghesi, Andrea; Cicala, Marco; Forestieri, Privato; Gianfreda, Cosimo; Gregori, Daniele; Libri, Antonio; Spiga, Filippo; Tinti, Simone, Design of an Energy Aware Petaflops Class High Performance Cluster Based on Power Architecture, in: 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2017, pp. 964 - 973 (atti di: 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), Orlando / Buena Vista, FL, USA, USA, 29 May-2 June 2017) [Contributo in Atti di convegno]

Borghesi, Andrea; Bartolini, Andrea; Lombardi, Michele; Milano, Michela; Benini, Luca, Predictive modeling for job power consumption in HPC systems, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, 2016, 9697, pp. 181 - 199 (atti di: 31st International Conference on High Performance Computing, ISC High Performance 2016, deu, 2016) [Contributo in Atti di convegno]

Iachini, Valerio; Borghesi, Andrea; Milano, Michela, Agent based simulation of incentive mechanisms on photovoltaic adoption, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, 2015, 9336, pp. 136 - 148 (atti di: 14th International Conference of the Italian Association for Artificial Intelligence, 2015, ita, 2015) [Contributo in Atti di convegno]

Borghesi, Andrea; Conficoni, Christian; Lombardi, Michele; Bartolini, Andrea, MS3: A Mediterranean-stile job scheduler for supercomputers - Do less when it's too hot!, in: Proceedings of the 2015 International Conference on High Performance Computing and Simulation, HPCS 2015, Institute of Electrical and Electronics Engineers Inc., 2015, pp. 88 - 95 (atti di: 13th International Conference on High Performance Computing and Simulation, HPCS 2015, nld, 2015) [Contributo in Atti di convegno]

Ultimi avvisi

Al momento non sono presenti avvisi.