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

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]

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]

Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini, A PULP-based Parallel Power Controller for Future Exascale Systems, in: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Piscataway, NJ, IEEE, 2019, pp. 771 - 774 (atti di: 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2019), Genova, Italy, 27-29 November 2019) [Contributo in Atti di convegno]

Borghesi A.; Bartolini A.; Lombardi M.; Milano M.; Benini L., A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», 2019, 85, pp. 634 - 644 [articolo]

Borghesi, Andrea; Bartolini, Andrea; Lombardi, Michele; Milano, Michela; Benini, Luca, Anomaly Detection Using Autoencoders in High Performance Computing Systems, in: Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019, 33, pp. 9428 - 9433 (atti di: Thirty-Third AAAI Conference on Artificial Intelligence, Honolulu, Hawaii, US, 28 Jan - 02 Feb 2019) [Contributo in Atti di convegno]

Riha, L.; Bartolini, A.; Vysocky, O., Fine-grained application tuning on OpenPOWER HPC systems, in: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, GPU AND CLOUD COMPUTING FOR ENGINEERING, Stirlingshire, UK, Civil-Comp Press, «CIVIL-COMP PROCEEDINGS», 2019, 112, pp. 1 - 19 (atti di: Conference on Parallel, Distributed, GPU and Cloud Computing for Engineering, Pecs, 4th-5th June, 2019) [Contributo in Atti di convegno]

Alessio Netti; Zeynep Kiziltan; Ozalp Babaoglu; Alina Sirbu; Andrea Bartolini; Andrea Borghesi, FINJ: A Fault Injection Tool for HPC Systems, in: Euro-Par 2018: Parallel Processing Workshops, Berlin, Springer-Verlag, «LECTURE NOTES IN COMPUTER SCIENCE», 2019, 11339, pp. 800 - 812 (atti di: Euro-Par 2018: European Conference on Parallel Processing Workshops, Turin, Italy, August 27-28, 2018) [Contributo in Atti di convegno]Open Access

Borghesi A.; Libri A.; Benini L.; Bartolini A., Online Anomaly Detection in HPC Systems, in: Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, 2019, pp. 229 - 233 (atti di: IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, Hsinchu, Taiwan, 18-20 March 2019) [Contributo in Atti di convegno]Open Access

Netti, Alessio; Kiziltan, Zeynep; Babaoglu, Ozalp; Sîrbu, Alina; Bartolini, Andrea; Borghesi, Andrea, Online Fault Classification in HPC Systems Through Machine Learning, in: Proceedings of the 25th European Conference on Parallel Processing, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2019, 11725, pp. 3 - 16 (atti di: European Conference on Parallel Processing, Göttingen, Germany, August 26–30, 2019) [Contributo in Atti di convegno]

Bartolini, Andrea; Beneventi, Francesco; Borghesi, Andrea; Cesarini, Daniele; Libri, Antonio; Benini, Luca; Cavazzoni, Carlo, Paving the Way Toward Energy-Aware and Automated Datacentre, in: Proceedings of the 48th International Conference on Parallel Processing, 2019, pp. 1 - 8 (atti di: International Conference on Parallel Processing (ICPP), Kyoto, Japan, August 05 - 08, 2019) [Contributo in Atti di convegno]

Pittino, Federico; Bonfà, Pietro; Bartolini, Andrea; Affinito, Fabio; Benini, Luca; Cavazzoni, Carlo, Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning, in: In Proceedings of the Platform for Advanced Scientific Computing Conference (PASC ’19), New York, Association for Computing Machinery, 2019, pp. 1 - 9 (atti di: 6th Platform for Advanced Scientific Computing Conference, PASC 2019, Zurich, 12-14 giugno 2019) [Contributo in Atti di convegno]Open Access

Borghesi, Andrea; Bartolini, Andrea; Milano, Michela; Benini, Luca, Pricing schemes for energy-efficient HPC systems: Design and exploration, «INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS», 2019, 33, pp. 716 - 734 [articolo]

Silvano C.; Agosta G.; Bartolini A.; Beccari A.R.; Benini L.; Besnard L.; Bispo J.; Cmar R.; Cardoso J.M.P.; Cavazzoni C.; Cesarini D.; Cherubin S.; Ficarelli F.; Gadioli D.; Golasowski M.; Lasri I.; Libri A.; Manelfi C.; Martinovic J.; Palermo G.; Pinto P.; Rohou E.; Sanna N.; Slaninova K.; Vitali E., Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach, in: Proceedings - 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2019, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 116 - 123 (atti di: 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2019, ita, 2019) [Contributo in Atti di convegno]

Silvano C.; Agosta G.; Bartolini A.; Beccari A.R.; Benini L.; Besnard L.; Bispo J.; Cmar R.; Cardoso J.M.P.; Cavazzoni C.; Cesarini D.; Cherubin S.; Ficarelli F.; Gadioli D.; Golasowski M.; Libri A.; Martinovic J.; Palermo G.; Pinto P.; Rohou E.; Slaninova K.; Vitali E., The ANTAREX domain specific language for high performance computing, «MICROPROCESSORS AND MICROSYSTEMS», 2019, 68, pp. 58 - 73 [articolo]

Pittino, Federico; Beneventi, Francesco; Bartolini, Andrea; Benini, Luca, A scalable framework for online power modelling of high-performance computing nodes in production, in: Proceedings - 2018 International Conference on High Performance Computing and Simulation, HPCS 2018, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 300 - 307 (atti di: 16th International Conference on High Performance Computing and Simulation, HPCS 2018, Orleans, France, 16-20 July 2018) [Contributo in Atti di convegno]Open Access