Optimus: an efficient dynamic resource scheduler for deep learning clusters Y Peng, Y Bao, Y Chen, C Wu, C Guo Proceedings of the Thirteenth EuroSys Conference, 3, 2018 | 489 | 2018 |
A generic communication scheduler for distributed DNN training acceleration Y Peng, Y Zhu, Y Chen, Y Bao, B Yi, C Lan, C Wu, C Guo Proceedings of the 27th ACM Symposium on Operating Systems Principles, 16-29, 2019 | 349 | 2019 |
Deep Learning-based Job Placement in Distributed Machine Learning Clusters Y Bao, Y Peng, C Wu IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 505-513, 2019 | 148 | 2019 |
Online job scheduling in distributed machine learning clusters Y Bao, Y Peng, C Wu, Z Li IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 495-503, 2018 | 128 | 2018 |
Dl2: A deep learning-driven scheduler for deep learning clusters Y Peng, Y Bao, Y Chen, C Wu, C Meng, W Lin IEEE Transactions on Parallel and Distributed Systems, 2021 | 85 | 2021 |
Preemptive All-reduce Scheduling for Expediting Distributed DNN Training Y Bao, Y Peng, Y Chen, C Wu IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 2020 | 65 | 2020 |
Elastic parameter server load distribution in deep learning clusters Y Chen, Y Peng, Y Bao, C Wu, Y Zhu, C Guo Proceedings of the 11th ACM Symposium on Cloud Computing, 507-521, 2020 | 41 | 2020 |
Online influence maximization in non-stationary social networks Y Bao, X Wang, Z Wang, C Wu, FCM Lau 2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS), 1-6, 2016 | 23 | 2016 |
Deep Learning-Based Job Placement in Distributed Machine Learning Clusters With Heterogeneous Workloads Y Bao, Y Peng, C Wu IEEE/ACM Transactions on Networking 31 (2), 634-647, 2022 | 15 | 2022 |
Optimizing Task Placement and Online Scheduling for Distributed GNN Training Acceleration Z Luo, Y Bao, C Wu IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 2022 | 6 | 2022 |
Optimizing Task Placement and Online Scheduling for Distributed GNN Training Acceleration in Heterogeneous Systems Z Luo, Y Bao, C Wu IEEE/ACM Transactions on Networking, 2024 | | 2024 |
Optimal Scheduling of Distributed DNN Training in Machine Learning Clusters Y Bao HKU Theses Online (HKUTO), 2020 | | 2020 |
Geo-Distributed Big Data Analytics Systems: An Online Learning Approach for Dynamic Deployment Y Bao, C Wu Smart Data: State-of-the-Art Perspectives in Computing and Applications, 161, 2019 | | 2019 |