Conficoni, Christian; Bartolini, Andrea; Tilli, Andrea; Cavazzoni, Carlo; Benini, Luca, HPC Cooling: A Flexible Modeling Tool for Effective Design and Management, «IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING», 2021, 6, pp. 441 - 455 [Scientific article]Open Access
Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva, Making the Most of Scarce Input Data in Deep Learning-based Source Code Classification for Heterogeneous Device Mapping, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2021, 41, Article number: 9544064 , pp. 1 - 12 [Scientific article]Open Access
Burrello A.; Pagliari D.J.; Bartolini A.; Benini L.; Macii E.; Poncino M., Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2021, 12480, pp. 277 - 289 (atti di: Workshops held at the 26th International Conference on Parallel and Distributed Computing, Euro-Par 2020, Warsaw, Poland, 2020) [Contribution to conference proceedings]
Seyedkazemi Ardebili M.; Zanghieri M.; Burrello A.; Beneventi F.; Acquaviva A.; Benini L.; Bartolini A., Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1256 - 1259 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Europe - Virtual, 2021) [Contribution to conference proceedings]
Parisi E.; Barchi F.; Bartolini A.; Tagliavini G.; Acquaviva A., Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers, in: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), Los Alamitos, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 878 - 883 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, FR, 2021) [Contribution to conference proceedings]Open Access
Barchi F.; Zanatta L.; Parisi E.; Burrello A.; Brunelli D.; Bartolini A.; Acquaviva A., Spiking neural network-based near-sensor computing for damage detection in structural health monitoring, «FUTURE INTERNET», 2021, 13, Article number: 219 , pp. 1 - 22 [Scientific article]Open Access
Aldinucci, M.; Agosta, G.; Andreini, A.; Ardagna, C. A.; Bartolini, A.; Cilardo, A.; Cosenza, B.; Danelutto, M.; Esposito, R.; Fornaciari, W.; Giorgi, R.; Lengani, D.; Montella, R.; Olivieri, M.; Saponara, S.; Simoni, D.; Torquati, M., The Italian research on HPC key technologies across EuroHPC, in: Proceedings of the 18th ACM International Conference on Computing Frontiers 2021, CF 2021, Association for Computing Machinery, Inc, 2021, pp. 178 - 184 (atti di: 18th ACM International Conference on Computing Frontiers 2021, CF 2021, ita, 2021) [Contribution to conference proceedings]
Seyedkazemi Ardebili M.; Cavazzoni C.; Benini L.; Bartolini A., Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2021, 12456, pp. 1 - 16 (atti di: 4th International Conference on High Performance Computing in Science and Engineering, HPCSE 2019, cze, 2019) [Contribution to conference proceedings]
Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi, A machine learning approach to online fault classification in HPC systems, «FUTURE GENERATION COMPUTER SYSTEMS», 2020, 110, pp. 1009 - 1022 [Scientific article]Open Access
Bambini G.; Balas R.; Conficoni C.; Tilli A.; Benini L.; Benatti S.; Bartolini A., An Open-Source Scalable Thermal and Power Controller for HPC Processors, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 364 - 367 (atti di: 38th IEEE International Conference on Computer Design, ICCD 2020, usa, 2020) [Contribution to conference proceedings]Open Access
Cesarini, Daniele; Bartolini, Andrea; Borghesi, Andrea; Cavazzoni, Carlo; Luisier, Mathieu; Benini, Luca, Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2020, 31, pp. 2696 - 2709 [Scientific article]Open Access
Cesarini D.; Cavazzoni C.; Bartolini A., Evaluating the Advantage of Reactive MPI-aware Power Control Policies, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), cham, Springer, 2020, 12044, pp. 181 - 190 (atti di: 13th International Conference on Parallel Processing and Applied Mathematics, PPAM 2019, Bialystok. poland, 2019) [Contribution to conference proceedings]
Riha L.; Vysocky O.; Bartolini A., Evaluation of DVFS and Uncore Frequency Tuning Under Power Capping on Intel Broadwell Architecture, in: Advances in Parallel Computing, Amsterdam, IOS Press BV, 2020, pp. 634 - 643 (ADVANCES IN PARALLEL COMPUTING) [Chapter or essay]
Vysocky O.; Riha L.; Bartolini A., Overview of Application Instrumentation for Performance Analysis and Tuning, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), cham, Springer, 2020, 12044, pp. 159 - 168 (atti di: 13th International Conference on Parallel Processing and Applied Mathematics, PPAM 2019, Poland, 2019) [Contribution to conference proceedings]Open Access
Libri A.; Bartolini A.; Benini L., PAElla: Edge AI-Based Real-Time Malware Detection in Data Centers, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, Article number: 9060937 , pp. 9589 - 9599 [Scientific article]Open Access
