Mittone, Gianluca; Tonci, Nicoló; Birke, Robert; Colonnelli, Iacopo; Medić, Doriana; Bartolini, Andrea; Esposito, Roberto; Parisi, Emanuele; Beneventi, Francesco; Polato, Mirko; Torquati, Massimo; Benini, Luca; Aldinucci, Marco, Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning, in: CF '23: Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023, pp. 73 - 83 (atti di: CF '23: Proceedings of the 20th ACM International Conference on Computing Frontiers, bologna, italy, 9-11 may 2023) [Contributo in Atti di convegno]
Molan M.; Ahmed Khan J.; Borghesi A.; Bartolini A., Graph Neural Networks for Anomaly Anticipation in HPC Systems, in: Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023, pp. 239 - 244 (atti di: International Conference on Performance Engineering, Coimbra, Portugal, April 2023) [Contributo in Atti di convegno]
Varbanescu A.L.; Bartolini A., Graph-Optimizer: Towards Predictable Large-Scale Graph Processing Workloads, in: International Conference on Performance Engineering (ICPE '23 Companion), NY, ACM, 2023, pp. 255 - 256 (atti di: International Conference on Performance Engineering (ICPE '23 Companion), Coimbra, Portugal. A, April 15–19, 2023) [Contributo in Atti di convegno]
Borghesi, Andrea; Di Santi, Carmine; Molan, Martin; Ardebili, Mohsen Seyedkazemi; Mauri, Alessio; Guarrasi, Massimiliano; Galetti, Daniela; Cestari, Mirko; Barchi, Francesco; Benini, Luca; Beneventi, Francesco; Bartolini, Andrea, M100 ExaData: a data collection campaign on the CINECA's Marconi100 Tier-0 supercomputer, «SCIENTIFIC DATA», 2023, 10, Article number: 288, pp. 1 - 10 [articolo]Open Access
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, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 13835 LNCS, pp. 294 - 298 (atti di: Euro-Par 2022: Parallel Processing Workshops. Euro-Par 2022, Glasgow (Scotland), 22-26 Agosto 2022) [Contributo in Atti di convegno]Open Access
Francesco Antici; Mohsen Seyedkazemi Ardebili; Andrea Bartolini; Zeynep Kiziltan, PM100: A Job Power Consumption Dataset of a Large-Scale HPC System, 2023. [banche dati]
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) [Contributo in Atti di convegno]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, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 14385, pp. 363 - 378 (atti di: SAMOS 2023, Samos, Greece, 2023) [Contributo in Atti di convegno]
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 [articolo]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, «OPEN ACCESS SERIES IN INFORMATICS», 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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
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]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, «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]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 [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]
