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 |
The promise and peril of parallel chat in video meetings for work A Sarkar, S Rintel, D Borowiec, R Bergmann, S Gillett, D Bragg, N Baym, ... Extended abstracts of the 2021 CHI conference on human factors in computing …, 2021 | 30 | 2021 |
Meeting (the) pandemic: Videoconferencing fatigue and evolving tensions of sociality in enterprise video meetings during COVID-19 R Bergmann, S Rintel, N Baym, A Sarkar, D Borowiec, P Wong, A Sellen Computer Supported Cooperative Work (CSCW) 32 (2), 347-383, 2023 | 19 | 2023 |
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 |
The environmental consequence of deep learning D Borowiec, RR Harper, P Garraghan ITNOW 63 (4), 10-11, 2021 | 4 | 2021 |
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 |
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 |
Analysing and Reducing Costs of Deep Learning Compiler Auto-tuning D Borowiec PQDT-Global, 2023 | | 2023 |
2022 IEEE 15th International Conference on Cloud Computing (CLOUD)| 978-1-6654-8137-3/22/$31.00© 2022 IEEE| DOI: 10.1109/CLOUD55607. 2022.00079 S Agarwal, V Agarwal, P Aggarwal, A Alim, S Al-Kiswany, M Amaral, ... | | |
Video On/Off: Managing Visibility in Remote Videoconferencing N Baym, R Bergmann, S Rintel, A Sarkar, D Borowiec, A Sellen | | |