KIZILTAN, ZEYNEP
KIZILTAN, ZEYNEP
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di IIa fascia
An online algorithm for power consumption prediction of HPC workload
2026 Antici, F.; Borghesi, A.; Kiziltan, Z.; Domke, J.; Bartolini, A.
Automated Configuration of Power-Management Knobs for Optimal HPC Job Executions
2026 Antici, Francesco; Proia, Andrea; Ohara, Ryoma; Hanawa, Toshihiro; Kiziltan, Zeynep; Bartolini, Andrea; Domke, Jens
GRID: Graph-Based Modelling Interface for Domain-Independent Dynamic Programming
2026 Giordana, Fabio; Kiziltan, Zeynep; Kuroiwa, Ryo
RoWD: Automated rogue workload detector for HPC security
2026 Antici, Francesco; Domke, Jens; Bartolini, Andrea; Kiziltan, Zeynep; Matsuoka, Satoshi
SweetSpot: An Analytical Model for Predicting Energy Efficiency of LLM Inference
2026 Pizzini Cavagna, Hiari; Proia, Andrea; Madella, Giacomo; Esposito, Giovanni Battista; Antici, Francesco; Cesarini, Daniele; Kiziltan, Zeynep; Bartolini, Andrea
F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems
2025 Antici, F.; Bartolini, A.; Domke, J.; Kiziltan, Z.; Yamamoto, K.
TabID: Automatic Identification and Tabulation of Subproblems in Constraint Models
2025 Akgun, O.; Gent, I. P.; Jefferson, C.; Kiziltan, Z.; Miguel, I.; Nightingale, P.; Salamon, A. Z.; Ulrich-Oltean, F.
Transformer-Based Feature Learning for Algorithm Selection in Combinatorial Optimisation
2025 Pellegrino, A.; Akgun, O.; Dang, N.; Kiziltan, Z.; Miguel, I.
UoPC: A User-Based Online Framework to Predict Job Power Consumption in HPC Systems
2025 Antici, F; Borghesi, A; Domke, J; Kiziltan, Z
F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems
2024 Antici, Francesco; Bartolini, Andrea; Domke, Jens; Kiziltan, Zeynep; Yamamoto, Keiji
MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs
2024 Antici, Francesco; Bartolini, Andrea; Kiziltan, Zeynep; Babaoglu, Ozalp; Kodama, Yuetsu
Online Job Failure Prediction in an HPC System
2024 Antici, F.; Borghesi, A.; Kiziltan, Z.
Augmenting ML-based Predictive Modelling with NLP to Forecast a Job's Power Consumption
2023 Antici, Francesco; Yamamoto, Keiji; Domke, Jens; Kiziltan, Zeynep
Learning When to Use Automatic Tabulation in Constraint Model Reformulation
2023 Cena, Carlo; Akgün, Özgür; Kiziltan, Zeynep; Miguel, Ian; Nightingale, Peter; Ulrich-Oltean, Felix
PM100: A Job Power Consumption Dataset of a Large-Scale HPC System
2023 Francesco Antici; Mohsen Seyedkazemi Ardebili; Andrea Bartolini; Zeynep Kiziltan
PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System
2023 Antici, Francesco; Seyedkazemi Ardebili, Mohsen; Bartolini, Andrea; Kiziltan, Zeynep
A job dispatcher for large and heterogeneous HPC systems running modern applications
2021 Galleguillos, Cristian; Kiziltan, Zeynep; Soto, Ricardo
A machine learning approach to online fault classification in HPC systems
2020 Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
AccaSim: a customizable workload management simulator for job dispatching research in HPC systems
2020 Galleguillos, C.; Kiziltan, Z.; Netti, A.; Soto, R.
Constraint Programming-Based Job Dispatching for Modern HPC Applications
2019 Galleguillos, C.; Kiziltan, Z.; Sirbu, A.; Babaoglu, O.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| An online algorithm for power consumption prediction of HPC workload | Antici, F.; Borghesi, A.; Kiziltan, Z.; Domke, J.; Bartolini, A. | 2026-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | 1-s2.0-S0167739X25003590-main.pdf |
| Automated Configuration of Power-Management Knobs for Optimal HPC Job Executions | Antici, Francesco; Proia, Andrea; Ohara, Ryoma; Hanawa, Toshihiro; Kiziltan, Zeynep; Bartolini, A...ndrea; Domke, Jens | 2026-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| GRID: Graph-Based Modelling Interface for Domain-Independent Dynamic Programming | Giordana, Fabio; Kiziltan, Zeynep; Kuroiwa, Ryo | 2026-01-01 | - | Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing | 4.01 Contributo in Atti di convegno | - |
| RoWD: Automated rogue workload detector for HPC security | Antici, Francesco; Domke, Jens; Bartolini, Andrea; Kiziltan, Zeynep; Matsuoka, Satoshi | 2026-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | 1-s2.0-S0167739X26000269-main.pdf |
| SweetSpot: An Analytical Model for Predicting Energy Efficiency of LLM Inference | Pizzini Cavagna, Hiari; Proia, Andrea; Madella, Giacomo; Esposito, Giovanni Battista; Antici, Fra...ncesco; Cesarini, Daniele; Kiziltan, Zeynep; Bartolini, Andrea | 2026-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | 3777884.3797011.pdf |
| F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems | Antici, F.; Bartolini, A.; Domke, J.; Kiziltan, Z.; Yamamoto, K. | 2025-01-01 | SCIENTIFIC DATA | - | 1.01 Articolo in rivista | s41597-025-05633-1.pdf |
| TabID: Automatic Identification and Tabulation of Subproblems in Constraint Models | Akgun, O.; Gent, I. P.; Jefferson, C.; Kiziltan, Z.; Miguel, I.; Nightingale, P.; Salamon, A. Z.;... Ulrich-Oltean, F. | 2025-01-01 | THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH | - | 1.01 Articolo in rivista | 17032rev.pdf |
| Transformer-Based Feature Learning for Algorithm Selection in Combinatorial Optimisation | Pellegrino, A.; Akgun, O.; Dang, N.; Kiziltan, Z.; Miguel, I. | 2025-01-01 | - | Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing | 4.01 Contributo in Atti di convegno | LIPIcs.CP.2025.31.pdf |
| UoPC: A User-Based Online Framework to Predict Job Power Consumption in HPC Systems | Antici, F; Borghesi, A; Domke, J; Kiziltan, Z | 2025-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | UoPC: A User-Based Online Framework to Predict Job Power Consumption in HPC Systems.pdf |
| F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems | Antici, Francesco; Bartolini, Andrea; Domke, Jens; Kiziltan, Zeynep; Yamamoto, Keiji | 2024-01-01 | - | - | 7.05 Banche dati | - |
| MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs | Antici, Francesco; Bartolini, Andrea; Kiziltan, Zeynep; Babaoglu, Ozalp; Kodama, Yuetsu | 2024-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | SC24__MCBound_Framework.pdf |
| Online Job Failure Prediction in an HPC System | Antici, F.; Borghesi, A.; Kiziltan, Z. | 2024-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Augmenting ML-based Predictive Modelling with NLP to Forecast a Job's Power Consumption | Antici, Francesco; Yamamoto, Keiji; Domke, Jens; Kiziltan, Zeynep | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | 3624062.3624264.pdf |
| Learning When to Use Automatic Tabulation in Constraint Model Reformulation | Cena, Carlo; Akgün, Özgür; Kiziltan, Zeynep; Miguel, Ian; Nightingale, Peter; Ulrich-Oltean, Felix | 2023-01-01 | - | Edith Elkind | 4.01 Contributo in Atti di convegno | 0211.pdf |
| PM100: A Job Power Consumption Dataset of a Large-Scale HPC System | Francesco Antici; Mohsen Seyedkazemi Ardebili; Andrea Bartolini; Zeynep Kiziltan | 2023-01-01 | - | - | 7.05 Banche dati | - |
| PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System | Antici, Francesco; Seyedkazemi Ardebili, Mohsen; Bartolini, Andrea; Kiziltan, Zeynep | 2023-01-01 | - | Association for Computing Machinery | 4.01 Contributo in Atti di convegno | 3624062.3624263.pdf |
| A job dispatcher for large and heterogeneous HPC systems running modern applications | Galleguillos, Cristian; Kiziltan, Zeynep; Soto, Ricardo | 2021-01-01 | - | Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing | 4.01 Contributo in Atti di convegno | LIPIcs-CP-2021-26.pdf |
| A machine learning approach to online fault classification in HPC systems | Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi | 2020-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | main.pdf |
| AccaSim: a customizable workload management simulator for job dispatching research in HPC systems | Galleguillos, C.; Kiziltan, Z.; Netti, A.; Soto, R. | 2020-01-01 | CLUSTER COMPUTING | - | 1.01 Articolo in rivista | AccaSim_Journal.pdf |
| Constraint Programming-Based Job Dispatching for Modern HPC Applications | Galleguillos, C.; Kiziltan, Z.; Sirbu, A.; Babaoglu, O. | 2019-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |