| Horus: Interference-aware and prediction-based scheduling in deep learning systems G Yeung, D Borowiec, R Yang, A Friday, R Harper, P Garraghan IEEE Transactions on Parallel and Distributed Systems 33 (1), 88-100, 2021 | 54 | 2021 |
| Towards {GPU} utilization prediction for cloud deep learning G Yeung, D Borowiec, A Friday, R Harper, P Garraghan 12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 20), 2020 | 44 | 2020 |
| Horus: An interference-aware resource manager for deep learning systems G Yeung, D Borowiec, R Yang, A Friday, R Harper, P Garraghan Algorithms and Architectures for Parallel Processing: 20th International …, 2020 | 7 | 2020 |
| An empirical study of inter-cluster resource orchestration within federated cloud clusters D Lindsay, G Yeung, Y Elkhatib, P Garraghan 2021 IEEE International Conference on Joint Cloud Computing (JCC), 44-50, 2021 | 3 | 2021 |
| Proactive Interference-Aware Resource Management in Deep Learning Training Cluster GFM Yeung PQDT-Global, 2022 | 2 | 2022 |
| Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters D Borowiec, G Yeung, A Friday, RHR Harper, P Garraghan 2022 IEEE 15th International Conference on Cloud Computing (CLOUD), 374-384, 2022 | 1 | 2022 |
| vPALs: Towards Verified Performance-aware Learning System For Resource Management G He, G Yeung, S Ceesay, A Barker arXiv preprint arXiv:2404.03079, 2024 | | 2024 |
| Learning to Score: Tuning Cluster Schedulers through Reinforcement Learning M Asenov, Q Deng, G Yeung, A Barker 2023 IEEE International Conference on Cloud Engineering (IC2E), 113-120, 2023 | | 2023 |
| DOPpler: Parallel Measurement Infrastructure for Auto-Tuning Deep Learning Tensor Programs D Borowiec, G Yeung, A Friday, R Harper, P Garraghan IEEE Transactions on Parallel and Distributed Systems, 2023 | | 2023 |
| 2021 IEEE International Conference on Joint Cloud Computing (JCC)| 978-1-6654-3479-9/21/$31.00© 2021 IEEE| DOI: 10.1109/JCC53141. 2021.00027 D Ardagna, R Beraldi, J Bian, D Cao, P Charalampidis, L Chen, ... | | |
Peter GarraghanLancaster University, MindgardVerified email at lancaster.ac.uk
