| SmartFCT: Improving power-efficiency for data center networks with deep reinforcement learning P Sun, Z Guo, S Liu, J Lan, J Wang, Y Hu Computer Networks 179, 107255, 2020 | 43 | 2020 |
| Task-aware TCP in data center networks S Liu, J Huang, Y Zhou, J Wang, T He IEEE/ACM Transactions on Networking 27 (1), 389-404, 2019 | 28 | 2019 |
| An apprenticeship learning approach for adaptive video streaming based on chunk quality and user preference W Li, J Huang, S Wang, C Wu, S Liu, J Wang IEEE Transactions on Multimedia, 2022 | 15 | 2022 |
| RAPID: Avoiding TCP incast throughput collapse in public clouds with intelligent packet discarding Y Xu, S Shukla, Z Guo, S Liu, ASW Tam, K Xi, HJ Chao IEEE Journal on Selected areas in Communications 37 (8), 1911-1923, 2019 | 14 | 2019 |
| Sdnshield: nfv-based defense framework against ddos attacks on sdn control plane KY Chen, S Liu, Y Xu, IK Siddhrau, S Zhou, Z Guo, HJ Chao IEEE/ACM Transactions on Networking 30 (1), 1-17, 2021 | 13 | 2021 |
| HybridFlow: Achieving load balancing in software-defined WANs with scalable routing Z Guo, S Dou, Y Wang, S Liu, W Feng, Y Xu IEEE Transactions on Communications 69 (8), 5255-5268, 2021 | 13 | 2021 |
| QoS-aware flow control for power-efficient data center networks with deep reinforcement learning P Sun, Z Guo, S Liu, J Lan, Y Hu ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 11 | 2020 |
| DAVS: Dynamic-chunk quality aware adaptive video streaming using apprenticeship learning W Li, J Huang, S Wang, S Liu, J Wang GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 10 | 2020 |
| EMPTCP: an ECN based approach to detect shared bottleneck in MPTCP J Ye, R Liu, Z Xie, L Feng, S Liu 2019 28th International Conference on Computer Communication and Networks …, 2019 | 8 | 2019 |
| Reducing flow completion time with replaceable redundant packets in data center networks S Liu, J Huang, W Jiang, J Wang, T He 2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019 | 7 | 2019 |
| Maintaining control resiliency and flow programmability in software-defined WANs during controller failures Z Guo, S Dou, S Liu, W Feng, W Jiang, Y Xu, ZL Zhang IEEE/ACM Transactions on Networking 30 (3), 969-984, 2022 | 6 | 2022 |
| Reducing traffic burstiness for MPTCP in data center networks S Liu, J Huang, W Jiang, J Wang Journal of Network and Computer Applications 192, 103169, 2021 | 6 | 2021 |
| Federated deep reinforcement learning-based intelligent dynamic services in UAV-assisted mec P Hou, X Jiang, Z Wang, S Liu, Z Lu IEEE Internet of Things Journal, 2023 | 5 | 2023 |
| Opportunistic transmission for video streaming over wild internet J Huang, Q Su, W Li, Z Liu, T Zhang, S Liu, P Zhong, W Jiang, J Wang ACM Transactions on Multimedia Computing, Communications and Applications 18 …, 2023 | 5 | 2023 |
| DDT: Mitigating the competitiveness difference of data center TCPs T Zhang, J Huang, S Zou, S Liu, J Hu, J Liu, C Ruan, J Wang, G Min Proceedings of the 3rd Asia-Pacific Workshop on Networking, 8-14, 2019 | 4 | 2019 |
| Congestion-aware critical gradient scheduling for distributed machine learning in data Center networks Z Guo, J Wang, S Liu, J Ren, Y Xu, C Yao IEEE Transactions on Cloud Computing, 2022 | 2 | 2022 |
| ABS: Adaptive buffer sizing via augmented programmability with machine learning J Tang, S Liu, Y Xu, Z Guo, J Zhang, P Gao, Y Chen, X Wang, HJ Chao IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 2038-2047, 2022 | 2 | 2022 |
| Optimizing flow completion time via adaptive buffer management in data center networks S Liu, X Lin, Z Guo, Y Wang, MA Serhani, Y Xu Proceedings of the 50th International Conference on Parallel Processing, 1-10, 2021 | 2 | 2021 |
| BMW Tree: Large-scale, High-throughput and Modular PIFO Implementation using Balanced Multi-Way Sorting Tree R Yao, Z Zhang, G Fang, P Gao, S Liu, Y Fan, Y Xu, HJ Chao Proceedings of the ACM SIGCOMM 2023 Conference, 208-219, 2023 | 1 | 2023 |
| OSP: Boosting Distributed Model Training with 2-stage Synchronization Z Chen, L Shi, X Liu, J Li, S Liu, Y Xu Proceedings of the 52nd International Conference on Parallel Processing, 102-111, 2023 | 1 | 2023 |
