Sen Liu

Most-cited papers

An Apprenticeship Learning Approach for Adaptive Video Streaming Based on Chunk Quality and User Preference
Weihe Li, Jia-Wei Huang, Shi-Qi Wang, Chu-Liang Wu +2 more
2023IEEE transactions on multimedia40 citations
Semantic Scholar
SmartFCT: Improving power-efficiency for data center networks with deep reinforcement learning
Peng-Hao Sun, Ze-Hua Guo, Sen Liu, Julong Lan +2 more
2020Comput. Networks34 citations
Semantic Scholar
SDNShield: NFV-Based Defense Framework Against DDoS Attacks on SDN Control Plane
Kuan-yin Chen, Sen Liu, Yang Xu, Ishant Kumar Siddhrau +3 more
2022IEEE/ACM Transactions on Networking30 citations
Semantic Scholar
AggreFlow: Achieving Power Efficiency, Load Balancing, and Quality of Service in Data Center Networks
Ze-Hua Guo, Yang Xu, Ya-Feng Liu, Sen Liu +3 more
2021IEEE/ACM Transactions on Networking29 citations Open access
Semantic Scholar
RetroFlow: Maintaining Control Resiliency and Flow Programmability for Software-Defined WANs
Ze-Hua Guo, Wendi Feng, Sen Liu, Wenchao Jiang +2 more
2019International Workshop on Quality of Service29 citations Open access
Semantic Scholar
HybridFlow: Achieving Load Balancing in Software-Defined WANs With Scalable Routing
Ze-Hua Guo, Songshi Dou, Yi Wang, Sen Liu +2 more
2021IEEE Transactions on Communications21 citations
Semantic Scholar
Traffic Control for RDMA-Enabled Data Center Networks: A Survey
Ze-Hua Guo, Sen Liu, Zhi-Li Zhang
2020IEEE Systems Journal21 citations Open access
Semantic Scholar
Boosting Distributed Machine Learning Training Through Loss-tolerant Transmission Protocol
Zi-Xuan Chen, Lei Shi, Xuan-Dong Liu, Xin Ai +2 more
2023International Workshop on Quality of Service15 citations Open access
Semantic Scholar
RAPID: Avoiding TCP Incast Throughput Collapse in Public Clouds With Intelligent Packet Discarding
Yang Xu, Shikhar Shukla, Ze-Hua Guo, Sen Liu +3 more
2019IEEE Journal on Selected Areas in Communications13 citations
Semantic Scholar
ABS: Adaptive Buffer Sizing via Augmented Programmability with Machine Learning
Jiaxin Tang, Sen Liu, Yang Xu, Ze-Hua Guo +5 more
2022IEEE Conference on Computer Communications12 citations
Semantic Scholar
Task-Aware TCP in Data Center Networks
Sen Liu, Jia-Wei Huang, Yutao Zhou, Jian-Xin Wang +1 more
2019IEEE/ACM Transactions on Networking12 citations
Semantic Scholar
Opportunistic Transmission for Video Streaming over Wild Internet
Jia-Wei Huang, Qi-Chen Su, Weihe Li, Zhuoran Liu +5 more
2022ACM Trans. Multim. Comput. Commun. Appl.11 citations
Semantic Scholar
Maintaining Control Resiliency and Flow Programmability in Software-Defined WANs During Controller Failures
Ze-Hua Guo, Songshi Dou, Sen Liu, Wendi Feng +3 more
2022IEEE/ACM Transactions on Networking11 citations
Semantic Scholar
DAVS: Dynamic-Chunk Quality Aware Adaptive Video Streaming using Apprenticeship Learning
Weihe Li, Jia-Wei Huang, Shi-Qi Wang, Sen Liu +1 more
2020Global Communications Conference11 citations
Semantic Scholar
Task-aware TCP in Data Center Networks
Sen Liu, Jia-Wei Huang, Yutao Zhou, Jian-Xin Wang +1 more
2017IEEE International Conference on Distributed Computing Systems11 citations
Semantic Scholar
EMPTCP: An ECN Based Approach to Detect Shared Bottleneck in MPTCP
Jin Ye, Renzhang Liu, Ziqi Xie, Luting Feng +1 more
2019International Conference on Computer Communications and Networks9 citations
Semantic Scholar
Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks
Ze-Hua Guo, Jiayu Wang, Sen Liu, Ji-Neng Ren +2 more
2023IEEE Transactions on Cloud Computing7 citations
Semantic Scholar
BubbleTCAM: Bubble Reservation in SDN Switches for Fast TCAM Update
Cong Luo, Chuhao Chen, Hao Mei, Ruyi Yao +5 more
2022International Workshop on Quality of Service7 citations
Semantic Scholar
Reducing Flow Completion Time with Replaceable Redundant Packets in Data Center Networks
Sen Liu, Jia-Wei Huang, Wenchao Jiang, Jian-Xin Wang +1 more
2019IEEE International Conference on Distributed Computing Systems7 citations
Semantic Scholar
RaceCC: A rapidly converging explicit congestion control for datacenter networks
Jiang Shao, Minglin Li, Xinyi Li, Guowei Liu +3 more
2023Journal of Network and Computer Applications6 citations
Semantic Scholar
SDT: A Low-cost and Topology-reconfigurable Testbed for Network Research
Zi-Xuan Chen, Zhi-Gao Zhao, Zijian Li, Jiang Shao +2 more
2023IEEE International Conference on Cluster Computing6 citations Open access
Semantic Scholar
OSP: Boosting Distributed Model Training with 2-stage Synchronization
Zi-Xuan Chen, Lei Shi, Xuandong Liu, Jiahui Li +2 more
2023International Conference on Parallel Processing5 citations Open access
Semantic Scholar
CoLUE: Collaborative TCAM Update in SDN Switches
Ruyi Yao, Cong Luo, Hao Mei, Chuhao Chen +5 more
2023IEEE Conference on Computer Communications4 citations
Semantic Scholar
ERA: Meeting the Fairness between Sender-driven and Receiver-driven Transmission Protocols in Data Center Networks
Sen Liu, Furong Liang, Wei Yan, Ze-Hua Guo +2 more
2022IEEE International Conference on Distributed Computing Systems4 citations
Semantic Scholar
QOS-Aware Flow Control for Power-Efficient Data Center Networks with Deep Reinforcement Learning
Peng-Hao Sun, Ze-Hua Guo, Sen Liu, Julong Lan +1 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations
Semantic Scholar
DDT: Mitigating the Competitiveness Difference of Data Center TCPs
Tao Zhang, Jia-Wei Huang, Shao-Jun Zou, Sen Liu +5 more
2019Asia-Pacific Workshop on Networking4 citations
Semantic Scholar
SpongeTraining: Achieving High Efficiency and Accuracy for Wireless Edge-Assisted Online Distributed Learning
Ze-Hua Guo, Jiayu Wang, Sen Liu, Ji-Neng Ren +2 more
2023IEEE Transactions on Mobile Computing3 citations
Semantic Scholar
Rusen: Rule Semantics Enabler toward Fast TCAM Update for Commodity SDN Switches
Hao Mei, R. Sun, Ruyi Yao, Chuhao Chen +5 more
2023International Workshop on Quality of Service3 citations
Semantic Scholar
RateSheriff: Multipath Flow-aware and Resource Efficient Rate Limiter Placement for Data Center Networks
Songshi Dou, Yongchao He, Sen Liu, Wen-Fei Wu +1 more
2023International Workshop on Quality of Service3 citations
Semantic Scholar
Reducing traffic burstiness for MPTCP in data center networks
Sen Liu, Jia-Wei Huang, Wenchao Jiang, Jian-Xin Wang
2021Journal of Network and Computer Applications3 citations
Semantic Scholar
Poster: Maintaining Training Efficiency and Accuracy for Edge-assisted Online Federated Learning with ABS
Jiayu Wang, Ze-Hua Guo, Sen Liu, Yuan-Qing Xia
2020IEEE International Conference on Network Protocols3 citations
Semantic Scholar
S-PFC: Enabling Semi-Lossless RDMA Network with Selective Response to PFC
Jiang Shao, Xinyi Li, Minglin Li, Sen Liu +1 more
2023International Symposium on Computers and Communications2 citations
Semantic Scholar
ECN-based shared bottleneck detection for multi-path TCP
Jin Ye, Lin Li, Zihan Chen, Guihao Chen +4 more
2022Computer Communications2 citations
Semantic Scholar
Optimizing Flow Completion Time via Adaptive Buffer Management in Data Center Networks
Sen Liu, Xiangyu Lin, Ze-Hua Guo, Yi Wang +2 more
2021International Conference on Parallel Processing2 citations
Semantic Scholar
Achieving Fast Convergence and High Efficiency using Differential Explicit Feedback in Data Center
Ning Jiang, Jia-Wei Huang, Sen Liu, Jin-Bin Hu +1 more
2020ICC 2020 - 2020 IEEE International Conference on Communications (ICC)2 citations
Semantic Scholar
Exploring the Impact of Attacks on Ring AllReduce
Jiayu Wang, Peng Liu, Ze-Hua Guo, Sen Liu +1 more
2021Asia-Pacific Workshop on Networking1 citations
Semantic Scholar