Bambini, Giovanni; Ottaviano, Alessandro; Conficoni, Christian; Tilli, Andrea; Benini, Luca; Bartolini, Andrea, Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms, «ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS», in corso di stampa, Just Accepted, pp. 0 - 31 [articolo]
Jati, Grafika; Molan, Martin; Khan, Junaid Ahmed; Barchi, Francesco; Bartolini, Andrea; Mercurio, Giuseppe; Acquaviva, Andrea, AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks, in: May 2024, 2024, pp. 112 - 119 (atti di: Companion of the 15th ACM/SPEC International Conference on Performance Engineering, London, United Kingdom, May 7–11, 2024) [Contributo in Atti di convegno]
Junaid Ahmed Khan, Martin Molan, Matteo Angelinelli, Andrea Bartolini, ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC, in: ICPE '24 Companion: Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024, pp. 127 - 134 (atti di: ICPE '24 Companion: Companion of the 15th ACM/SPEC International Conference on Performance Engineering, London, United Kingdom, May 7 - 11, 2024) [Contributo in Atti di convegno]Open Access
Guindani, Bruno; Molan, Martin; Bartolini, Andrea; Benini, Luca, Exploring the Utility of Graph Methods in HPC Thermal Modeling, in: ICPE 2024 - Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2024, pp. 106 - 111 (atti di: 15th ACM/SPEC International Conference on Performance Engineering, ICPE 2024, London United Kingdom, 7-11 May 2024) [Contributo in Atti di convegno]
Antici, Francesco; Bartolini, Andrea; Domke, Jens; Kiziltan, Zeynep; Yamamoto, Keiji, F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems, 2024. [banche dati]
Molan M.; Mohsen Seyedkazemi Ardebili; Khan J.A.; Beneventi F.; Cesarini D.; Borghesi A.; Bartolini A., GRAAFE: GRaph anomaly anticipation framework for exascale HPC systems, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 160, pp. 644 - 653 [articolo]
Seyedkazemi Ardebili, Mohsen; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea, HazardNet: A thermal hazard prediction framework for datacenters, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 155, pp. 340 - 353 [articolo]
Antici, Francesco; Bartolini, Andrea; Kiziltan, Zeynep; Babaoglu, Ozalp; Kodama, Yuetsu, MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs, in: SC '24: Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, New York, IEEE, 2024, pp. 1 - 15 (atti di: International Conference for High Performance Computing, Networking, Storage, and Analysis 24, Atlanta, 17-21 November 2024) [Contributo in Atti di convegno]Open Access
Manoni, S.; Scheffler, P.; Di Mauro, A.; Zanatta, L.; Acquaviva, A.; Benini, L.; Bartolini, A., NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores, in: Proceedings of the 21st ACM International Conference on Computing Frontiers 2024 Workshops and Special Sessions, CF 2024 Companion, Association for Computing Machinery, Inc, 2024, pp. 79 - 82 (atti di: 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, 7-9 May 2024) [Contributo in Atti di convegno]
Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva, TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle, in: 2024, 2024, pp. 249 - 257 (atti di: 21st ACM International Conference on Computing Frontiers (CF' 24), Ischia, Italy, May 7 - 9, 2024) [Contributo in Atti di convegno]
Ottaviano, Alessandro; Balas, Robert; Bambini, Giovanni; Del Vecchio, Antonio; Ciani, Maicol; Rossi, Davide; Benini, Luca; Bartolini, Andrea, ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation, «INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING», 2023, ., pp. . - . [articolo]Open Access
Kunkel J.M.; Boehme C.; Decker J.; Magugliani F.; Pleiter D.; Koller B.; Sivalingam K.; Pllana S.; Nikolov A.; Soyturk M.; Racca C.; Bartolini A.; Tate A.; Yaman B., DECICE: Device-Edge-Cloud Intelligent Collaboration Framework, in: Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023, New York, NY, USA, Association for Computing Machinery, Inc, 2023, pp. 266 - 271 (atti di: 20th ACM International Conference on Computing Frontiers, CF 2023, italia, 2023) [Contributo in Atti di convegno]
Mohsen Seyedkazemi Ardebili; Andrea ACQUAVIVA; LUCA BENINI; Andrea Bartolini, Dataset of the HazardNet: A Thermal Hazard Prediction Framework for Datacenters, 2023. [banche dati]
Zanatta, Luca; Di Mauro, Alfio; Barchi, Francesco; Bartolini, Andrea; Benini, Luca; Acquaviva, Andrea, Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator, «NEUROCOMPUTING», 2023, 562, Article number: 126885, pp. 1 - 12 [articolo]Open Access
Borghesi, Andrea; Burrello, Alessio; Bartolini, Andrea, ExaMon-X: a Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems, «IEEE INTERNET OF THINGS JOURNAL», 2023, 10, pp. 2995 - 3005 [articolo]Open Access
