Antici, F.; Borghesi, A.; Kiziltan, Z.; Domke, J.; Bartolini, A., An online algorithm for power consumption prediction of HPC workload, «FUTURE GENERATION COMPUTER SYSTEMS», 2026, 175, Article number: 108064, pp. 1 - 14 [articolo]Open Access
Antici, F.; Bartolini, A.; Domke, J.; Kiziltan, Z.; Yamamoto, K., F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems, «SCIENTIFIC DATA», 2025, 12, Article number: 1321, pp. 1 - 13 [articolo]Open Access
Akgun, O.; Gent, I. P.; Jefferson, C.; Kiziltan, Z.; Miguel, I.; Nightingale, P.; Salamon, A. Z.; Ulrich-Oltean, F., TabID: Automatic Identification and Tabulation of Subproblems in Constraint Models, «THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH», 2025, 82, pp. 1999 - 2056 [articolo]
Pellegrino, A.; Akgun, O.; Dang, N.; Kiziltan, Z.; Miguel, I., Transformer-Based Feature Learning for Algorithm Selection in Combinatorial Optimisation, in: Leibniz International Proceedings in Informatics, LIPIcs, Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, «LEIBNIZ INTERNATIONAL PROCEEDINGS IN INFORMATICS», 2025, 340, pp. 31:1 - 31:22 (atti di: 31st International Conference on Principles and Practice of Constraint Programming, CP 2025, University of Glasgow, gbr, 2025) [Contributo in Atti di convegno]
Antici, F; Borghesi, A; Domke, J; Kiziltan, Z, UoPC: A User-Based Online Framework to Predict Job Power Consumption in HPC Systems, in: ISC High Performance 2025 Research Paper Proceedings (40th International Conference), 2025, pp. 1 - 12 (atti di: ISC High Performance 2025 (40th International Conference), Hamburg, Germany, 10-13 June 2025) [Contributo in Atti di convegno]
Antici, Francesco; Bartolini, Andrea; Domke, Jens; Kiziltan, Zeynep; Yamamoto, Keiji, F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems, 2024. [banche dati]
Antici, Francesco; Bartolini, Andrea; Kiziltan, Zeynep; Babaoglu, Ozalp; Kodama, Yuetsu, MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs, in: SC '24: Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, New York, IEEE, 2024, pp. 1 - 15 (atti di: International Conference for High Performance Computing, Networking, Storage, and Analysis 24, Atlanta, 17-21 November 2024) [Contributo in Atti di convegno]Open Access
Antici, F.; Borghesi, A.; Kiziltan, Z., Online Job Failure Prediction in an HPC System, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, 14352, pp. 167 - 179 (atti di: International workshops held at the 29th International Conference on Parallel and Distributed Computing, Euro-Par 2023, cyprus, 2023) [Contributo in Atti di convegno]
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 12 - 17, 2023) [Contributo in Atti di convegno]Open Access
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) [Contributo in Atti di convegno]Open Access
Francesco Antici; Mohsen Seyedkazemi Ardebili; Andrea Bartolini; Zeynep Kiziltan, PM100: A Job Power Consumption Dataset of a Large-Scale HPC System, 2023. [banche dati]
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 (SC-W '23), New York, Association for Computing Machinery, 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) [Contributo in Atti di convegno]Open Access
Galleguillos, Cristian; Kiziltan, Zeynep; Soto, Ricardo, 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, «LEIBNIZ INTERNATIONAL PROCEEDINGS IN INFORMATICS», 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) [Contributo in Atti di convegno]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
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 [articolo]Open Access
