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Andrea Bartolini

Professore associato

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

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

Aldinucci M.; Agosta G.; Andreini A.; Ardagna C.A.; Bartolini A.; Cilardo A.; Cosenza B.; Danelutto M.; Esposito R.; Fornaciari W.; Giorgi R.; Lengani D.; Montella R.; Olivieri M.; Saponara S.; Simoni D.; Torquati M., The Italian research on HPC key technologies across EuroHPC, in: Proceedings of the 18th ACM International Conference on Computing Frontiers 2021, CF 2021, Association for Computing Machinery, Inc, 2021, pp. 178 - 184 (atti di: 18th ACM International Conference on Computing Frontiers 2021, CF 2021, ita, 2021) [Contributo in Atti di convegno]

Seyedkazemi Ardebili M.; Cavazzoni C.; Benini L.; Bartolini A., Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2021, 12456, pp. 1 - 16 (atti di: 4th International Conference on High Performance Computing in Science and Engineering, HPCSE 2019, cze, 2019) [Contributo in Atti di convegno]

Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi, A machine learning approach to online fault classification in HPC systems, «FUTURE GENERATION COMPUTER SYSTEMS», 2020, 110, pp. 1009 - 1022 [articolo]Open Access

Bambini G.; Balas R.; Conficoni C.; Tilli A.; Benini L.; Benatti S.; Bartolini A., An Open-Source Scalable Thermal and Power Controller for HPC Processors, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 364 - 367 (atti di: 38th IEEE International Conference on Computer Design, ICCD 2020, usa, 2020) [Contributo in Atti di convegno]

Cesarini, Daniele; Bartolini, Andrea; Borghesi, Andrea; Cavazzoni, Carlo; Luisier, Mathieu; Benini, Luca, Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2020, 31, pp. 2696 - 2709 [articolo]Open Access

Cesarini D.; Cavazzoni C.; Bartolini A., Evaluating the Advantage of Reactive MPI-aware Power Control Policies, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), cham, Springer, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2020, 12044, pp. 181 - 190 (atti di: 13th International Conference on Parallel Processing and Applied Mathematics, PPAM 2019, Bialystok. poland, 2019) [Contributo in Atti di convegno]

Riha L.; Vysocky O.; Bartolini A., Evaluation of DVFS and Uncore Frequency Tuning Under Power Capping on Intel Broadwell Architecture, in: Advances in Parallel Computing, Amsterdam, IOS Press BV, 2020, pp. 634 - 643 (ADVANCES IN PARALLEL COMPUTING) [capitolo di libro]

Vysocky O.; Riha L.; Bartolini A., Overview of Application Instrumentation for Performance Analysis and Tuning, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), cham, Springer, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2020, 12044, pp. 159 - 168 (atti di: 13th International Conference on Parallel Processing and Applied Mathematics, PPAM 2019, Poland, 2019) [Contributo in Atti di convegno]Open Access

Libri A.; Bartolini A.; Benini L., PAElla: Edge AI-Based Real-Time Malware Detection in Data Centers, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, Article number: 9060937, pp. 9589 - 9599 [articolo]Open Access

Pittino F.; Diversi R.; Benini L.; Bartolini A., Robust identification of thermal models for in-production High-Performance-Computing clusters with machine learning-based data selection, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, 39, Article number: 8887210, pp. 2042 - 2054 [articolo]Open Access

Diversi R.; Bartolini A.; Benini L., Thermal Model Identification of Computing Nodes in High-Performance Computing Systems, «IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS», 2020, 67, Article number: 8863115, pp. 7778 - 7788 [articolo]Open Access

Wu X.; Marathe A.; Jana S.; Vysocky O.; John J.; Bartolini A.; Riha L.; Gerndt M.; Taylor V.; Bhalachandra S., Toward an End-to-End Auto-tuning Framework in HPC PowerStack, in: Proceedings - IEEE International Conference on Cluster Computing, ICCC, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING», 2020, 2020-, pp. 473 - 483 (atti di: 22nd IEEE International Conference on Cluster Computing, CLUSTER 2020, jpn, 2020) [Contributo in Atti di convegno]

Polonelli T.; Brunelli D.; Bartolini A.; Benini L., A LoRaWAN wireless sensor network for data center temperature monitoring, in: Lecture Notes in Electrical Engineering, Springer Verlag, «LECTURE NOTES IN ELECTRICAL ENGINEERING», 2019, 550, pp. 169 - 177 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2018, ita, 2018) [Contributo in Atti di convegno]

Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini, A PULP-based Parallel Power Controller for Future Exascale Systems, in: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Piscataway, NJ, IEEE, 2019, pp. 771 - 774 (atti di: 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2019), Genova, Italy, 27-29 November 2019) [Contributo in Atti di convegno]Open Access

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]Open Access

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