Albadross: Active learning based anomaly diagnosis for production hpc systems B Aksar, E Sencan, B Schwaller, O Aaziz, VJ Leung, J Brandt, B Kulis, ... 2022 IEEE International Conference on Cluster Computing (CLUSTER), 369-380, 2022 | 5 | 2022 |
Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning B Aksar, E Sencan, B Schwaller, O Aaziz, VJ Leung, J Brandt, B Kulis, ... IEEE Transactions on Parallel and Distributed Systems, 2024 | 1 | 2024 |
Prodigy: Towards unsupervised anomaly detection in production hpc systems B Aksar, E Sencan, B Schwaller, O Aaziz, VJ Leung, J Brandt, B Kulis, ... Proceedings of the International Conference for High Performance Computing …, 2023 | 1 | 2023 |
Towards Practical Machine Learning Frameworks for Performance Diagnostics in Supercomputers B Aksar, E Sencan, B Schwaller, VJ Leung, J Brandt, B Kulis, M Egele, ... Proceedings of the First Workshop on AI for Systems, 1-6, 2023 | 1 | 2023 |
Machine Learning-based Performance Analytics in Computer Systems E Sencan, B Aksar, YC Lee, R Chen, AK Coskun | | |