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
Galleguillos C.; Kiziltan Z.; Sirbu A.; Babaoglu O., Constraint Programming-Based Job Dispatching for Modern HPC Applications, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2019, 11802, pp. 438 - 455 (atti di: 25th International Conference on Principles and Practice of Constraint Programming, CP 2019, usa, 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
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]
Sîrbu, Alina; Babaoglu, Ozalp, A data-driven approach to modeling power consumption for a hybrid supercomputer, «CONCURRENCY AND COMPUTATION», 2018, 30, Article number: e4410, pp. 1 - 12 [articolo]
Ozalp Babaoglu; Alina Sirbu, Cognified distributed computing, in: Babaoglu, Ozalp, 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS), Institute of Electrical and Electronics Engineers Inc., 2018, 2018-, pp. 1180 - 1191 (atti di: 38th IEEE International Conference on Distributed Computing Systems, ICDCS 2018, Vienna University of Technology (TU Wien), aut, 2018) [Contributo in Atti di convegno]Open Access
Cristian, Galleguillos; Sîrbu, Alina; Kiziltan, Zeynep; Babaoglu, Ozalp; Borghesi, Andrea; Bridi, Thomas, Data-Driven Job Dispatching in HPC Systems, in: Machine Learning, Optimization, and Big Data, 2018, 10710, pp. 449 - 461 (atti di: MOD 2017 - The Third International Conference on Machine Learning, Optimization and Big Data, Volterra, Italy, 14-17 September 2017) [Contributo in Atti di convegno]
Netti, Alessio*; Galleguillos, Cristian; Kiziltan, Zeynep; Sîrbu, Alina; Babaoglu, Ozalp, Heterogeneity-aware resource allocation in HPC systems, in: High Performance Computing. 33rd International Conference, ISC High Performance 2018. Frankfurt, Germany, June 24 – 28, 2018. Proceedings, Cham, Springer International Publishing AG, part of Springer Nature, «LECTURE NOTES IN COMPUTER SCIENCE», 2018, 10876, pp. 3 - 21 (atti di: 33rd International Conference on ISC High Performance, 2018, Frankfurt am Main, Germany, June 24-28, 2018) [Contributo in Atti di convegno]Open Access
Balliu, Alkida; Olivetti, Dennis; Babaoglu, Ozalp; Marzolla, Moreno; Sîrbu, Alina, A Big Data analyzer for large trace logs, «COMPUTING», 2016, 98, pp. 1225 - 1249 [articolo]
Alina, Sîrbu; Ozalp, Babaoglu, Power Consumption Modeling and Prediction in a Hybrid CPU-GPU-MIC Supercomputer, in: Euro-Par 2016: Parallel Processing., Cham, Springer Verlag, «LECTURE NOTES IN COMPUTER SCIENCE», 2016, 9833, pp. 117 - 130 (atti di: Euro-Par 2016, Grenoble, France, August 2016) [Contributo in Atti di convegno]Open Access
Alina, Sîrbu; Ozalp, Babaoglu, Predicting System-level Power for a Hybrid Supercomputer, in: Proceedings of International Conference on High Performance Computing & Simulation (HPCS 2016), Los Alamitos, IEEE, 2016, pp. 826 - 833 (atti di: International Conference on High Performance Computing & Simulation (HPCS 2016), Innsbruck, Austria, July 2016) [Contributo in Atti di convegno]
Sîrbu, Alina; Babaoglu, Ozalp, Towards operator-less data centers through data-driven, predictive, proactive autonomics, «CLUSTER COMPUTING», 2016, 19, pp. 865 - 878 [articolo]Open Access
Sirbu, Alina; Babaoglu, Ozalp, A Holistic Approach to Log Data Analysis in High-Performance Computing Systems: The Case of IBM Blue Gene/Q, in: Euro-Par 2015: Parallel Processing Workshops, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INT PUBLISHING AG, «LECTURE NOTES IN COMPUTER SCIENCE», 2015, 9523, pp. 631 - 643 (atti di: 8th Workshop on Resiliency in High Performance Computing, Euro-Par, Vienna, Austria, 24/08/2015) [Contributo in Atti di convegno]
Sirbu, A.; Babaoglu, O., Towards Data-Driven Autonomics in Data Centers, in: Proceedings of the International Conference on Cloud and Autonomic Computing (ICCAC2015), Los Alamitos, IEEE Computer Society, 2015, pp. 45 - 56 (atti di: IEEE International Conference on Cloud and Autonomic Computing, Cambridge, Massachusetts, USA, September 2015) [Contributo in Atti di convegno]
Balliu A.; Olivetti D.; Babaoglu O.; Marzolla M.; Sirbu A., BiDAl: Big Data Analyzer for Cluster Traces, in: INFORMATIK 2014, Bonn, GI-Edition Lecture Notes in Informatics, «GI-EDITION», 2014, P-232, pp. 1781 - 1795 (atti di: Workshop on System Software Support for Big Data (BigSys '14), Stuttgart, Germany, september 25--26) [Contributo in Atti di convegno]
