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Andrea Bartolini

Ricercatore a tempo determinato tipo b) (senior)

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

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

Pubblicazioni

Tilli A.; Garone E.; Conficoni C.; Cacciari M.; Bosso A.; Bartolini A., A two-layer distributed MPC approach to thermal control of Multiprocessor Systems-on-Chip, «CONTROL ENGINEERING PRACTICE», 2022, 122, Article number: 105099, pp. 1 - 14 [articolo]

Molan, M; Borghesi, A; Benini, L; Bartolini, A, Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models, in: Euro-Par 2022: Parallel Processing. Euro-Par 2022. Lecture Notes in Computer Science, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2022, 13440, pp. 171 - 185 (atti di: Euro-Par 2022: Parallel Processing, Glasgow, 22-26 Agosto 2022) [Contributo in Atti di convegno]

Borghesi A.; Molan M.; Milano M.; Bartolini A., Anomaly Detection and Anticipation in High Performance Computing Systems, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2022, 33, pp. 739 - 750 [articolo]Open Access

Zanatta L.; Barchi F.; Bartolini A.; Acquaviva A., Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2022, pp. 199 - 200 (atti di: 19th ACM International Conference on Computing Frontiers, CF 2022, Castello del Valentino, ita, 2022) [Contributo in Atti di convegno]

Ottaviano A.; Balas R.; Bambini G.; Bonfanti C.; Benatti S.; Rossi D.; Benini L.; Bartolini A., ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN COMPUTER SCIENCE», 2022, 13511, pp. 120 - 135 (atti di: 22nd International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2021, grc, 2022) [Contributo in Atti di convegno]

Bartolini A.; Ficarelli F.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L., Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers, in: Proceedings of the 2022 IEEE 35th International System-on-Chip Conference (SOCC), 2022, 2022-September, pp. 1 - 6 (atti di: 2022 IEEE 35th International System-on-Chip Conference (SOCC), Belfast, 05/09/2022) [Contributo in Atti di convegno]

Mohsen Seyedkazemi Ardebili; Andrea Bartolini; Luca Benini, Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach, in: Proceedings of the 19th ACM International Conference on Computing Frontiers, 2022, pp. 197 - 198 (atti di: CF'22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17-19, 2022) [Contributo in Atti di convegno]

Ficarelli F.; Bartolini A.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L., Poster: Meet Monte Cimone: Exploring RISC-V High Performance Compute Clusters, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2022, pp. 207 - 208 (atti di: 19th ACM International Conference on Computing Frontiers, CF 2022, Castello del Valentino, ita, 2022) [Contributo in Atti di convegno]

Molan M.; Borghesi A.; Benini L.; Bartolini A., Semi-supervised anomaly detection on a Tier-0 HPC system, in: CF '22: Proceedings of the 19th ACM International Conference on Computing Frontiers, 2022, pp. 203 - 204 (atti di: CF '22 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17 - 22, 2022) [Contributo in Atti di convegno]

Parisi, E; Moallemi, A; Barchi, F; Bartolini, A; Brunelli, D; Buratti, N; Acquaviva, A, Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring, in: 2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 234 - 239 (atti di: Metrology for Industry 4.0 & IoT, Trento, Italy, 7-9 - June - 2022) [Contributo in Atti di convegno]

Molan M.; Borghesi A.; Beneventi F.; Guarrasi M.; Bartolini A., An Explainable Model for Fault Detection in HPC Systems, in: High Performance Computing. ISC High Performance 2021, Cham, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2021, 12761, pp. 378 - 391 (atti di: International Conference on High Performance Computing, ISC High Performance 2021, ONLINE, 2021) [Contributo in Atti di convegno]Open Access

Vysocky O.; Riha L.; Bartolini A., Application instrumentation for performance analysis and tuning with focus on energy efficiency, «CONCURRENCY AND COMPUTATION», 2021, 33, Article number: e5966, pp. 1 - 11 [articolo]

Cesarini D.; Bartolini A.; Bonfa P.; Cavazzoni C.; Benini L., COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, Article number: 9095224, pp. 682 - 695 [articolo]

Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A., Damage detection in structural health monitoring with spiking neural networks, in: 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2021 - Proceedings, New York, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 105 - 110 (atti di: 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2021, Virtual Conference, 2021) [Contributo in Atti di convegno]

Libri A.; Bartolini A.; Benini L., DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended), «CLUSTER COMPUTING», 2021, 0, pp. 1 - 12 [articolo]

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