Molan M.; Borghesi A.; Benini L.; Bartolini A., Semi-supervised anomaly detection on a Tier-0 HPC system, in: CF '22: Proceedings of the 19th ACM International Conference on Computing Frontiers, 2022, pp. 203 - 204 (atti di: CF '22 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17 - 22, 2022) [Contribution to conference proceedings]
Nicola Elia; Francesco Barchi; Emanuele Parisi; Livio Pompianu; Salvatore Carta; Andrea Bartolini; Andrea Acquaviva, Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications, in: Advances in Databases and Information Systems: 26th European Conference, ADBIS 2022, Turin, Italy, September 5–8, 2022, Proceedings, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, 2022, 13389 LNCS, pp. 377 - 391 (atti di: 26th European Conference, ADBIS 2022, Turin, Italy, September 5–8, 2022, Proceedings, Politecnico di Torino, 6/9/2022) [Contribution to conference proceedings]
Parisi, E; Moallemi, A; Barchi, F; Bartolini, A; Brunelli, D; Buratti, N; Acquaviva, A, Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring, in: 2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 234 - 239 (atti di: Metrology for Industry 4.0 & IoT, Trento, Italy, 7-9 - June - 2022) [Contribution to conference proceedings]Open Access
Prodan R.; Kimovski D.; Bartolini A.; Cochez M.; Iosup A.; Kharlamov E.; Rozanec J.; Vasiliu L.; Varbanescu A.L., Towards Extreme and Sustainable Graph Processing for Urgent Societal Challenges in Europe, in: Proceedings - 2022 IEEE Cloud Summit, Cloud Summit 2022, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2022, pp. 23 - 30 (atti di: 2022 IEEE Cloud Summit, Cloud Summit 2022, usa, 2022) [Contribution to conference proceedings]
Molan M.; Borghesi A.; Beneventi F.; Guarrasi M.; Bartolini A., An Explainable Model for Fault Detection in HPC Systems, in: High Performance Computing. ISC High Performance 2021, Cham, Springer, 2021, 12761, pp. 378 - 391 (atti di: International Conference on High Performance Computing, ISC High Performance 2021, ONLINE, 2021) [Contribution to conference proceedings]Open Access
Vysocky O.; Riha L.; Bartolini A., Application instrumentation for performance analysis and tuning with focus on energy efficiency, «CONCURRENCY AND COMPUTATION», 2021, 33, Article number: e5966 , pp. 1 - 11 [Scientific article]
Cesarini D.; Bartolini A.; Bonfa P.; Cavazzoni C.; Benini L., COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, Article number: 9095224 , pp. 682 - 695 [Scientific article]Open Access
Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A., Damage detection in structural health monitoring with spiking neural networks, in: 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2021 - Proceedings, New York, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 105 - 110 (atti di: 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2021, Virtual Conference, 2021) [Contribution to conference proceedings]
Libri A.; Bartolini A.; Benini L., DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended), «CLUSTER COMPUTING», 2021, 24, pp. 2723 - 2734 [Scientific article]Open Access
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
