| Spotlight: Optimizing device placement for training deep neural networks Y Gao, L Chen, B Li International Conference on Machine Learning, 1676-1684, 2018 | 93 | 2018 |
| Scheduling jobs across geo-distributed datacenters with max-min fairness L Chen, S Liu, B Li, B Li IEEE Transactions on Network Science and Engineering 6 (3), 488-500, 2018 | 68 | 2018 |
| Optimizing coflow completion times with utility max-min fairness L Chen, W Cui, B Li, B Li IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016 | 64 | 2016 |
| System and method for inter-datacenter communication S Liu, L Chen, B Li, J Chen, C Chen US Patent 10,628,236, 2020 | 44 | 2020 |
| Lifetime or energy: Consolidating servers with reliability control in virtualized cloud datacenters W Deng, F Liu, H Jin, X Liao, H Liu, L Chen 4th IEEE International Conference on Cloud Computing Technology and Science …, 2012 | 44 | 2012 |
| FEEL: A federated edge learning system for efficient and privacy-preserving mobile healthcare Y Guo, F Liu, Z Cai, L Chen, N Xiao Proceedings of the 49th International Conference on Parallel Processing, 1-11, 2020 | 37 | 2020 |
| Towards performance-centric fairness in datacenter networks L Chen, Y Feng, B Li, B Li IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 1599-1607, 2014 | 31 | 2014 |
| Cynthia: Cost-efficient cloud resource provisioning for predictable distributed deep neural network training H Zheng, F Xu, L Chen, Z Zhou, F Liu Proceedings of the 48th International Conference on Parallel Processing, 1-11, 2019 | 30 | 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 | 24 | 2021 |
| Post: Device placement with cross-entropy minimization and proximal policy optimization Y Gao, L Chen, B Li Advances in neural information processing systems 31, 2018 | 23 | 2018 |
| PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge leaRning Y Guo, F Liu, Z Cai, H Zeng, L Chen, T Zhou, N Xiao Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 20 | 2021 |
| λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures F Xu, Y Qin, L Chen, Z Zhou, F Liu IEEE Transactions on Computers 71 (2), 450-463, 2021 | 18 | 2021 |
| Allocating bandwidth in datacenter networks: A survey L Chen, B Li, B Li Journal of Computer Science and Technology 29 (5), 910-917, 2014 | 18 | 2014 |
| Amps-inf: Automatic model partitioning for serverless inference with cost efficiency J Jarachanthan, L Chen, F Xu, B Li 50th International Conference on Parallel Processing, 1-12, 2021 | 15 | 2021 |
| Stage delay scheduling: Speeding up dag-style data analytics jobs with resource interleaving W Shao, F Xu, L Chen, H Zheng, F Liu Proceedings of the 48th International Conference on Parallel Processing, 1-11, 2019 | 15 | 2019 |
| Bidl: A high-throughput, low-latency permissioned blockchain framework for datacenter networks J Qi, X Chen, Y Jiang, J Jiang, T Shen, S Zhao, S Wang, G Zhang, L Chen, ... Proceedings of the ACM SIGOPS 28th Symposium on Operating Systems Principles …, 2021 | 14 | 2021 |
| Predicting traffic demand matrix by considering inter-flow correlations K Gao, D Li, L Chen, J Geng, F Gui, Y Cheng, Y Gu IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops …, 2020 | 14 | 2020 |
| Promenade: Proportionally Fair Multipath Rate Control in Datacenter Networks with Random Network Coding L Chen, Y Feng, B Li, B Li IEEE Transactions on Parallel and Distributed Systems 30 (11), 2536-2546, 2019 | 13 | 2019 |
| Incorporating intra-flow dependencies and inter-flow correlations for traffic matrix prediction K Gao, D Li, L Chen, J Geng, F Gui, Y Cheng, Y Gu 2020 IEEE/ACM 28th International Symposium on Quality of Service (IWQoS), 1-10, 2020 | 12 | 2020 |
| Siphon: Expediting inter-datacenter coflows in wide-area data analytics S Liu, L Chen, B Li 2018 {USENIX} Annual Technical Conference ({USENIX}{ATC} 18), 507-518, 2018 | 12 | 2018 |
