| Round-robin synchronization: Mitigating communication bottlenecks in parameter servers C Chen, W Wang, B Li IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 532-540, 2019 | 81 | 2019 |
| Communication-efficient federated learning with adaptive parameter freezing C Chen, H Xu, W Wang, B Li, B Li, L Chen, G Zhang 2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021 | 64 | 2021 |
| Metis: Learning to schedule long-running applications in shared container clusters at scale L Wang, Q Weng, W Wang, C Chen, B Li SC20: International Conference for High Performance Computing, Networking …, 2020 | 45 | 2020 |
| Fast distributed deep learning via worker-adaptive batch sizing C Chen, Q Weng, W Wang, B Li, B Li Proceedings of the ACM symposium on cloud computing, 521-521, 2018 | 29 | 2018 |
| Semi-dynamic load balancing: Efficient distributed learning in non-dedicated environments C Chen, Q Weng, W Wang, B Li, B Li Proceedings of the 11th ACM Symposium on Cloud Computing, 431-446, 2020 | 27 | 2020 |
| Performance-aware fair scheduling: Exploiting demand elasticity of data analytics jobs C Chen, W Wang, B Li IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 504-512, 2018 | 25 | 2018 |
| Cluster fair queueing: Speeding up data-parallel jobs with delay guarantees C Chen, W Wang, S Zhang, B Li IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017 | 19 | 2017 |
| Software-defined inter-domain routing revisited C Chen, B Li, D Lin, B Li 2016 IEEE International Conference on Communications (ICC), 1-6, 2016 | 16 | 2016 |
| Characterizing and orchestrating VM reservation in geo-distributed clouds to improve the resource efficiency J Shi, K Fu, Q Chen, C Yang, P Huang, M Zhou, J Zhao, C Chen, M Guo Proceedings of the 13th Symposium on Cloud Computing, 94-109, 2022 | 12 | 2022 |
| Accelerating distributed learning in non-dedicated environments C Chen, Q Weng, W Wang, B Li, B Li IEEE Transactions on Cloud Computing 11 (1), 515-531, 2021 | 10 | 2021 |
| Synchronize only the immature parameters: Communication-efficient federated learning by freezing parameters adaptively C Chen, H Xu, W Wang, B Li, B Li, L Chen, G Zhang IEEE Transactions on Parallel and Distributed Systems, 2023 | 8 | 2023 |
| Speculative slot reservation: Enforcing service isolation for dependent data-parallel computations C Chen, W Wang, B Li 2017 IEEE 37th International Conference on Distributed Computing Systems …, 2017 | 8 | 2017 |
| Parrot: Efficient Serving of LLM-based Applications with Semantic Variable C Lin, Z Han, C Zhang, Y Yang, F Yang, C Chen, L Qiu arXiv preprint arXiv:2405.19888, 2024 | 3 | 2024 |
| GIFT: Toward accurate and efficient federated learning with gradient-instructed frequency tuning C Chen, H Xu, W Wang, B Li, B Li, L Chen, G Zhang IEEE Journal on Selected Areas in Communications 41 (4), 902-914, 2023 | 3 | 2023 |
| Asfl: Adaptive semi-asynchronous federated learning for balancing model accuracy and total latency in mobile edge networks J Yu, R Zhou, C Chen, B Li, F Dong Proceedings of the 52nd International Conference on Parallel Processing, 443-451, 2023 | 2 | 2023 |
| Two-dimensional learning rate decay: Towards accurate federated learning with non-iid data K Mo, C Chen, J Li, H Xu, CJ Xue 2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021 | 2 | 2021 |
| STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs J Wang, Q Chen, D Zeng, Z Song, C Chen, M Guo 2023 IEEE 41st International Conference on Computer Design (ICCD), 170-173, 2023 | 1 | 2023 |
| DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration Z Li, C Xu, Q Chen, J Zhao, C Chen, M Guo Proceedings of the 28th ACM International Conference on Architectural …, 2023 | 1 | 2023 |
| FedCA: Efficient Federated Learning with Client Autonomy N Lv, Z Shen, C Chen, Z Jiang, J Zhang, Q Chen, M Guo Proceedings of the 53rd International Conference on Parallel Processing, 494-503, 2024 | | 2024 |
| An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation W Zhang, J Zhao, G Shen, Q Chen, C Chen, M Guo 2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024 | | 2024 |
Bo LiChair Professor at hong kong university of science and technology在 cse.ust.hk 的电子邮件经过验证
