Siino, Marco; Parisi, Emanuele; Barchi, Francesco; Acquaviva, Andrea; Bartolini, Andrea, A transformer-based approach for source code classification for heterogeneous device mapping, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», in corso di stampa, 163, pp. 1 - 13 [Scientific article]
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 [Scientific article]
Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea, ANZIL: Attention-based network for zero-risk inspection of LiDAR point cloud in self-driving cars, «EXPERT SYSTEMS WITH APPLICATIONS», 2025, 292, Article number: 128412 , pp. 1 - 21 [Scientific article]Open Access
Lee, Yin-Ching; Mengozzi, Sebastiano; Zanatta, Luca; Bartolini, Andrea; Acquaviva, Andrea; Barchi, Francesco, Bio-Inspired Drone Control: A Reinforcement Learning-Trained Spiking Neural Networks for Agile Navigation in Dynamic Environment, in: 2025 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2025, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 8 (atti di: 2025 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2025, usa, 2025) [Contribution to conference proceedings]
Parisi, Emanuele; Musa, Alberto; Ciani, Maicol; Barchi, Francesco; Rossi, Davide; Bartolini, Andrea; Acquaviva, Andrea, Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips, in: Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2024, pp. 172 - 179 (atti di: 21st ACM International Conference on Computing Frontiers, CF 2024, ita, 2024) [Contribution to conference proceedings]
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) [Contribution to conference proceedings]
Barchi, Francesco; Parisi, Emanuele; Zanatta, Luca; Bartolini, Andrea; Acquaviva, Andrea, Energy efficient and low-latency spiking neural networks on embedded microcontrollers through spiking activity tuning, «NEURAL COMPUTING & APPLICATIONS», 2024, 36, pp. 18897 - 18917 [Scientific article]Open Access
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) [Contribution to conference proceedings]Open Access
Zanatta, Luca; Barchi, Francesco; Manoni, Simone; Tolu, Silvia; Bartolini, Andrea; Acquaviva, Andrea, Exploring spiking neural networks for deep reinforcement learning in robotic tasks, «SCIENTIFIC REPORTS», 2024, 14, Article number: 30648 , pp. 1 - 15 [Scientific article]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) [Contribution to conference proceedings]
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. [Database]
Molan, M.; Seyedkazemi Ardebili, Mohsen; 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 [Scientific article]Open Access
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 [Scientific article]
Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Mercurio, Giuseppe; Acquaviva, Andrea, LIDAROC: Realistic LiDAR Cover Contamination Dataset for Enhancing Autonomous Vehicle Perception Reliability, «IEEE SENSORS LETTERS», 2024, 8, Article number: 1502404 , pp. 1 - 4 [Scientific article]Open Access
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) [Contribution to conference proceedings]Open Access
