Foto del docente

Andrea Bartolini

Ricercatore a tempo determinato tipo b) (senior)

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

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]

Vysocky O.; Riha L.; Bartolini A., Application instrumentation for performance analysis and tuning with focus on energy efficiency, «CONCURRENCY AND COMPUTATION», 2021, 33, pp. 1 - 11 [articolo]

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, 0, pp. 1 - 12 [articolo]

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 [articolo]Open Access

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 [articolo]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) [Contributo in Atti di convegno]

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 [articolo]

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, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2020, 12044, pp. 181 - 190 (atti di: 13th International Conference on Parallel Processing and Applied Mathematics, PPAM 2019, Bialystok. poland, 2019) [Contributo in Atti di convegno]

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) [capitolo di libro]

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, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2020, 12044, pp. 159 - 168 (atti di: 13th International Conference on Parallel Processing and Applied Mathematics, PPAM 2019, pol, 2019) [Contributo in Atti di convegno]

Libri A.; Bartolini A.; Benini L., PAElla: Edge AI-Based Real-Time Malware Detection in Data Centers, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, pp. 9589 - 9599 [articolo]Open Access

Pittino F.; Diversi R.; Benini L.; Bartolini A., Robust identification of thermal models for in-production High-Performance-Computing clusters with machine learning-based data selection, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, 39, pp. 2042 - 2054 [articolo]

Diversi R.; Bartolini A.; Benini L., Thermal Model Identification of Computing Nodes in High-Performance Computing Systems, «IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS», 2020, 67, pp. 7778 - 7788 [articolo]

Wu X.; Marathe A.; Jana S.; Vysocky O.; John J.; Bartolini A.; Riha L.; Gerndt M.; Taylor V.; Bhalachandra S., Toward an End-to-End Auto-tuning Framework in HPC PowerStack, in: Proceedings - IEEE International Conference on Cluster Computing, ICCC, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING», 2020, 2020-, pp. 473 - 483 (atti di: 22nd IEEE International Conference on Cluster Computing, CLUSTER 2020, jpn, 2020) [Contributo in Atti di convegno]

Polonelli T.; Brunelli D.; Bartolini A.; Benini L., A LoRaWAN wireless sensor network for data center temperature monitoring, in: Lecture Notes in Electrical Engineering, Springer Verlag, «LECTURE NOTES IN ELECTRICAL ENGINEERING», 2019, 550, pp. 169 - 177 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2018, ita, 2018) [Contributo in Atti di convegno]

Ultimi avvisi

Al momento non sono presenti avvisi.