Machine Learning for Networking: Workflow, Advances and Opportunities M Wang, Y Cui, X Wang, S Xiao, J Jiang IEEE Network 32 (2), 92-99, 2017 | 588 | 2017 |
Digital twin for networking: A data-driven performance modeling perspective L Hui, M Wang, L Zhang, L Lu, Y Cui IEEE Network 37 (3), 202-209, 2022 | 79 | 2022 |
Neural network meets DCN: Traffic-driven topology adaptation with deep learning M Wang, Y Cui, S Xiao, X Wang, D Yang, K Chen, J Zhu Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (2 …, 2018 | 68 | 2018 |
Adaptive bitrate with user-level QoE preference for video streaming X Zuo, J Yang, M Wang, Y Cui IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 1279-1288, 2022 | 43 | 2022 |
xnet: Improving expressiveness and granularity for network modeling with graph neural networks M Wang, L Hui, Y Cui, R Liang, Z Liu IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 2028-2037, 2022 | 31 | 2022 |
Low-latency networking: Architecture, techniques, and opportunities X Zuo, M Wang, T Xiao, X Wang IEEE Internet Computing 22 (5), 56-63, 2018 | 23 | 2018 |
Traffic-aware buffer management in shared memory switches S Huang, M Wang, Y Cui IEEE/ACM Transactions on Networking 30 (6), 2559-2573, 2022 | 22 | 2022 |
Machine learning for internet congestion control: Techniques and challenges L Zhang, Y Cui, M Wang, Z Yang, Y Jiang IEEE Internet Computing 23 (5), 59-64, 2019 | 22 | 2019 |
Future data center networking: From low latency to deterministic latency F Han, M Wang, Y Cui, Q Li, R Liang, Y Liu, Y Jiang IEEE Network 36 (1), 52-58, 2022 | 18 | 2022 |
Deepcc: Bridging the gap between congestion control and applications via multiobjective optimization L Zhang, Y Cui, M Wang, K Zhu, Y Zhu, Y Jiang IEEE/ACM Transactions on Networking 30 (5), 2274-2288, 2022 | 15 | 2022 |
低时延网络: 架构, 关键场景与研究展望 左旭彤, 王莫为, 崔勇 通信学报 40 (8), 22-35, 2019 | 8* | 2019 |
Learning buffer management policies for shared memory switches M Wang, S Huang, Y Cui, W Wang, Z Liu IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 730-739, 2022 | 7 | 2022 |
The ACM multimedia 2021 meet deadline requirements grand challenge J Zhang, J Deng, M Wang, Y Cui, WT Ooi, J Liu, X Zhang, K Zheng, Y Li Proceedings of the 29th ACM International Conference on Multimedia, 4863-4867, 2021 | 5 | 2021 |
xNet: Modeling Network Performance With Graph Neural Networks S Huang, Y Wei, L Peng, M Wang, L Hui, P Liu, Z Du, Z Liu, Y Cui IEEE/ACM Transactions on Networking, 2023 | 4 | 2023 |
L3vtp: A low-latency live video transmission platform G Yi, D Yang, M Wang, W Li, Y Li, Y Cui Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 138-140, 2019 | 4 | 2019 |
NegotiaToR: Towards A Simple Yet Effective On-demand Reconfigurable Datacenter Network C Liang, X Song, J Cheng, M Wang, Y Liu, Z Liu, S Zhao, Y Cui Proceedings of the ACM SIGCOMM 2024 Conference, 415-432, 2024 | 2 | 2024 |
Iphicles: Tuning Parameters of Data Center Networks with Differentiable Performance Model S Huang, M Wang, Y Liu, Z Liu, Y Cui 2024 IEEE/ACM 32nd International Symposium on Quality of Service (IWQoS), 1-10, 2024 | 1 | 2024 |
Locality Matters! Traffic Demand Modeling in Datacenter Networks Z Liu, M Wang, Y Cui APNet 2022, 2022 | 1 | 2022 |
Method for generating traffic demand data of data center network Y Cui, Z Liu, W Mowei US Patent 12,105,774, 2024 | | 2024 |
Re-Architecting Buffer Management in Lossless Ethernet H Huang, X Du, T Li, H Wang, K Xu, M Wang, H Dai IEEE/ACM Transactions on Networking, 2024 | | 2024 |