Foto del docente

Zeynep Kiziltan

Associate Professor

Department of Computer Science and Engineering

Academic discipline: INF/01 Informatics

Publications

Antici, Francesco; Yamamoto, Keiji; Domke, Jens; Kiziltan, Zeynep, Augmenting ML-based Predictive Modelling with NLP to Forecast a Job's Power Consumption, in: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, 2023, pp. 1820 - 1830 (atti di: The 1st International Workshop on The Environmental Sustainability of High Performance Software of the International Conference on High Performance Computing, Network, Storage, and Analysis, Denver, November 2023) [Contribution to conference proceedings]

Cena, Carlo; Akgün, Özgür; Kiziltan, Zeynep; Miguel, Ian; Nightingale, Peter; Ulrich-Oltean, Felix, Learning When to Use Automatic Tabulation in Constraint Model Reformulation, in: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), Edith Elkind, 2023, pp. 1902 - 1910 (atti di: Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, SAR, 19-25 August 2023) [Contribution to conference proceedings]

Francesco Antici; Mohsen Seyedkazemi Ardebili; Andrea Bartolini; Zeynep Kiziltan, PM100: A Job Power Consumption Dataset of a Large-Scale HPC System, 2023. [Database]

Antici, Francesco; Seyedkazemi Ardebili, Mohsen; Bartolini, Andrea; Kiziltan, Zeynep, PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System, in: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, 2023, pp. 1812 - 1819 (atti di: The 1st International Workshop on The Environmental Sustainability of High Performance Software of the International Conference on High Performance Computing, Network, Storage, and Analysis, Denver, November 2023) [Contribution to conference proceedings]

Galleguillos C.; Kiziltan Z.; Soto R., A job dispatcher for large and heterogeneous HPC systems running modern applications, in: 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 2021, 210, pp. 26:1 - 26:16 (atti di: 27th International Conference on Principles and Practice of Constraint Programming, CP 2021, Francia, 25-29 Ottobre 2021) [Contribution to conference proceedings]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 [Scientific article]Open Access

Galleguillos C.; Kiziltan Z.; Netti A.; Soto R., AccaSim: a customizable workload management simulator for job dispatching research in HPC systems, «CLUSTER COMPUTING», 2020, 23, pp. 107 - 122 [Scientific article]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, 2019, 11802, pp. 438 - 455 (atti di: 25th International Conference on Principles and Practice of Constraint Programming, CP 2019, usa, 2019) [Contribution to conference proceedings]

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, 2019, 11339, pp. 800 - 812 (atti di: Euro-Par 2018: European Conference on Parallel Processing Workshops, Turin, Italy, August 27-28, 2018) [Contribution to conference proceedings]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, 2019, 11725, pp. 3 - 16 (atti di: European Conference on Parallel Processing, Göttingen, Germany, August 26–30, 2019) [Contribution to conference proceedings]

Galleguillos, Cristian; Kiziltan, Zeynep; Netti, Alessio, AccaSim: An HPC simulator for workload management, in: High Performance Computing 4th Latin American Conference, CARLA 2017, Buenos Aires, Argentina, and Colonia del Sacramento, Uruguay, September 20-22, 2017, Revised Selected Papers, Cham (ZG), Springer Verlag, «COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE», 2018, 796, pp. 169 - 184 (atti di: 4th Latin American Conference on High Performance Computing, CARLA 2017, Buenos Aires, Argentina, and Colonia del Sacramento, Uruguay, September 20-22, 2017) [Contribution to conference proceedings]

Paolo Torroni; Zeynep Kiziltan; Eugenio Faldella, Blocking time under basic priority inheritance: Polynomial bound and exact computation, 2018. [Technical report]

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) [Contribution to conference proceedings]

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, 2018, 10876, pp. 3 - 21 (atti di: 33rd International Conference on ISC High Performance, 2018, Frankfurt am Main, Germany, June 24-28, 2018) [Contribution to conference proceedings]Open Access

Zeynep, Kiziltan; Marco, Lippi; Paolo, Torroni, Constraint Detection in Natural Language Problem Descriptions, in: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, Palo Alto, California, IJCAI/AAAI Press, 2016, pp. 744 - 750 (atti di: Twenty-Fifth International Joint Conference on Artificial Intelligence, New York, NY, 9-15 July 2016) [Contribution to conference proceedings]