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Andrea Bartolini

Associate Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Fornaciari, William; Reghenzani, Federico; Agosta, Giovanni; Zoni, Davide; Galimberti, Andrea; Conti, Francesco; Tortorella, Yvan; Parisi, Emanuele; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea; Gregori, Daniele; Cognetta, Salvatore; Ciancarelli, Carlo; Leboffe, Antonio; Serri, Paolo; Burrello, Alessio; Pagliari, Daniele Jahier; Urgese, Gianvito; Martina, Maurizio; Masera, Guido; Di Carlo, Rosario; Sciarappa, Antonio, RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project, in: Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2023. Lecture Notes in Computer Science, 2023, 14385, pp. 363 - 378 (atti di: SAMOS 2023, Samos, Greece, 2023) [Contribution to conference proceedings]

Molan M.; Borghesi A.; Cesarini D.; Benini L.; Bartolini A., RUAD: Unsupervised anomaly detection in HPC systems, «FUTURE GENERATION COMPUTER SYSTEMS», 2023, 141, pp. 542 - 554 [Scientific article]

Barchi F.; Pasini G.; Parisi E.; Tagliavini G.; Bartolini A.; Acquaviva A., RUST-Encoded Stream Ciphers on a RISC-V Parallel Ultra-Low-Power Processor, in: OpenAccess Series in Informatics, Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 2023, 107, pp. 1 - 12 (atti di: 14th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 12th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, PARMA-DITAM 2023, francia, 2023) [Contribution to conference proceedings]

Molan M.; Khan J.A.; Bartolini A.; Turra R.; Pedrazzi G.; Cochez M.; Iosup A.; Roman D.; Rozanec J.; Varbanescu A.L.; Prodan R., The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin, in: Proceedings - International Computer Software and Applications Conference, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE Computer Society, 2023, 2023-, pp. 1459 - 1464 (atti di: 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, ita, 2023) [Contribution to conference proceedings]

Alberto Musa, Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva, A Method for Accelerated Simulations of Reinforcement Learning Tasks of UAVs in AirSim, in: SIMUL 2022, The Fourteenth International Conference on Advances in System Simulation, OTH Regensburg, Frank Herrmann, 2022, pp. 46 - 53 (atti di: SIMUL 2022, The Fourteenth International Conference on Advances in System Simulation, Lisbon, Portugal, from October 16, 2022 to October 20, 2022) [Contribution to conference proceedings]

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 [Scientific article]

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, 2022, 13440, pp. 171 - 185 (atti di: Euro-Par 2022: Parallel Processing, Glasgow, 22-26 Agosto 2022) [Contribution to conference proceedings]Open Access

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 [Scientific article]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) [Contribution to conference proceedings]

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, 2022, 13511, pp. 120 - 135 (atti di: 22nd International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2021, grc, 2022) [Contribution to conference proceedings]

Bambini, Giovanni; Conficoni, Christian; Tilli, Andrea; Benini, Luca; Bartolini, Andrea, Modeling the Thermal and Power Control Subsystem in HPC Processors, in: 2022 IEEE Conference on Control Technology and Applications (CCTA), 2022, pp. . - . (atti di: 2022 IEEE Conference on Control Technology and Applications (CCTA), Trieste, Italy, 23-25 August 2022) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]Open Access

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Ardebili, Mohsen Seyedkazemi; Bartolini, Andrea; Acquaviva, Andrea; Benini, Luca, Rule-Based Thermal Anomaly Detection for Tier-0 HPC Systems, 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 INTERNATIONAL PUBLISHING AG, 2022, 13387 LNCS, pp. 262 - 276 (atti di: 37th International Conference on High Performance Computing , ISC High Performance 2022, Hamburg, 29 May 2022through 2 June 2022) [Contribution to conference proceedings]

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