Molan M.; Borghesi A.; Benini L.; Bartolini A., Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection, in: Euro-Par 2022: Parallel Processing Workshops. Euro-Par 2022, Cham, Springer, 2023, 13835 LNCS, pp. 294 - 298 (atti di: Euro-Par 2022: Parallel Processing Workshops. Euro-Par 2022, Glasgow (Scotland), 22-26 Agosto 2022) [Contribution to conference proceedings]Open Access
Francesco Antici; Mohsen Seyedkazemi Ardebili; Andrea Bartolini; Zeynep Kiziltan, PM100: A Job Power Consumption Dataset of a Large-Scale HPC System, 2023. [Database]
Antici, Francesco; Seyedkazemi Ardebili, Mohsen; Bartolini, Andrea; Kiziltan, Zeynep, PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System, in: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W '23), New York, Association for Computing Machinery, 2023, pp. 1812 - 1819 (atti di: The 1st International Workshop on The Environmental Sustainability of High Performance Software of the International Conference on High Performance Computing, Network, Storage, and Analysis, Denver, November 2023) [Contribution to conference proceedings]Open Access
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]Open Access
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]
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]Open Access
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]Open Access
Barchi, Francesco; Parisi, Emanuele; Bartolini, Andrea; Acquaviva, Andrea, Deep Learning Approaches to Source Code Analysis for Optimization of Heterogeneous Systems: Recent Results, Challenges and Opportunities, «JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS», 2022, 12, Article number: 37 , pp. 1 - 26 [Scientific article]Open Access
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
