Foto del docente

Andrea Bartolini

Ricercatore a tempo determinato tipo a) (junior)

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

Settore scientifico disciplinare: ING-INF/01 ELETTRONICA

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», 2019, Online first, pp. 1 - 14 [articolo]

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]

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]

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]

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; 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]

Silvano, Cristina; Agosta, Giovanni; Bartolini, Andrea; Beccari, Andrea R.; Benini, Luca; Besnard, Loic; Bispo, Joao; Cmar, Radim; Cardoso, Joao M. P.; Cavazzoni, Carlo; Cherubin, Stefano; Gadioli, Davide; Golasowski, Martin; Lasri, Imane; Martinovic, Jan; Palermo, Gianluca; Pinto, Pedro; Rohou, Erven; Sanna, Nico; Slaninova, Katerina; Vitali, Emanuele, ANTAREX: A DSL-Based approach to adaptively optimizing and enforcing extra-functional properties in high performance computing, in: Proceedings - 21st Euromicro Conference on Digital System Design, DSD 2018, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 600 - 607 (atti di: 21st Euromicro Conference on Digital System Design, DSD 2018, cze, 2018) [Contributo in Atti di convegno]

Silvano, Cristina; Palermo, Gianluca; Agosta, Giovanni; Ashouri, Amir H.; Gadioli, Davide; Cherubin, Stefano; Vitali, Emanuele; Benini, Luca; Bartolini, Andrea; Cesarini, Daniele; Cardoso, Joao; Bispo, Joao; Pinto, Pedro; Nobre, Riccardo; Rohou, Erven; Besnard, Loïc; Lasri, Imane; Sanna, Nico; Cavazzoni, Carlo; Cmar, Radim; Martinovič, Jan; Slaninová, Kateřina; Golasowski, Martin; Beccari, Andrea R.; Manelfi, Candida, Autotuning and adaptivity in energy efficient HPC systems: The ANTAREX toolbox (invited paper), in: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings, Association for Computing Machinery, Inc, 2018, pp. 270 - 275 (atti di: 15th ACM International Conference on Computing Frontiers, CF 2018, ita, 2018) [Contributo in Atti di convegno]

Carlo Cavazzoni; Andrea Bartolini; Daniele Cesarini; Luca Benini; Piero Bonfà, COUNTDOWN - A Run-time Library for Application-agnostic Energy Saving in MPI Communication Primitives, in: COUNTDOWN - A Run-time Library for Application-agnostic Energy Saving in MPI Communication Primitives, 2018, pp. 1 - 6 (atti di: 2nd Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems (ANDARE 2018), Limassol, Cyprus, November 4, 2018) [Contributo in Atti di convegno]

Cesarini Daniele; Bartolini Andrea; Benini Luca, Energy Saving and Thermal Management Opportunities in a Workload-Aware MPI Runtime for a Scientific HPC Computing Node, in: Parallel Computing is Everywhere, Amsterdam, IOS Press BV, 2018, pp. 277 - 286 (ADVANCES IN PARALLEL COMPUTING) [capitolo di libro]

Maiterth, Matthias; Koenig, Gregory; Pedretti, Kevin; Jana, Siddhartha; Bates, Natalie; Borghesi, Andrea; Montoya, Dave; Bartolini, Andrea; Puzovic, Milos, Energy and Power Aware Job Scheduling and Resource Management: Global Survey — Initial Analysis, in: Maiterth, Matthias, 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2018, pp. 685 - 693 (atti di: 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), Vancouver, BC, Canada, Canada, 21-25 May 2018) [Contributo in Atti di convegno]

Pahlevan, Ali; Qureshi, Yasir Mahmood; Zapater, Marina; Bartolini, Andrea; Rossi, Davide; Benini, Luca; Atienza, David, Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not?, in: Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2018, 2018, pp. 147 - 152 (atti di: 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018, Dresden, GERMANY, MAR 19-23, 2018) [Contributo in Atti di convegno]

Bortolotti, Daniele; Mangia, Mauro; Bartolini, Andrea; Rovatti, Riccardo; Setti, Gianluca; Benini, Luca, Energy-Aware Bio-signal Compressed Sensing Reconstruction on the WBSN-gateway, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2018, 6, pp. 370 - 381 [articolo]

Ultimi avvisi

Al momento non sono presenti avvisi.