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ORCIDKai Chen 0005
陳凱
Person information
- affiliation: Hong Kong University of Science and Technology
- affiliation: Northwestern University
- unicode name: 陳凱
Other persons with the same name
- Kai Chen — disambiguation page
- Kai Chen 0001
![[0000-0001-6384-0355]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-6384-0355")
— University of Science and Technology of China, Department of Electronics Science and Technology, Hefei, China (and 1 more) - Kai Chen 0002 — University of California at Berkeley, EECS Department, CA, USA
- Kai Chen 0003 — Google, Mountain View, CA, USA (and 1 more)
- Kai Chen 0004 — Xi'an Jiaotong University, School of Electronic and Information Engineering
- Kai Chen 0006 — Shanghai Jiatong University, Institute of Image Communication and Network Engineering, China
- Kai Chen 0007 — Cisco Systems (and 1 more)
- Kai Chen 0008 — University of Science and Technology of China, Department of Modern Physics
- Kai Chen 0009 — University of Science and Technology of China, Department of Computer Science
- Kai Chen 0010 — Google (and 2 more)
- Kai Chen 0011 — University of Fribourg, Switzerland
- Kai Chen 0012 — Chinese Academy of Sciences, Institute of Information Engineering, SKLOIS, Beijing, China
- Kai Chen 0013 — Qualcomm, Wireless R&D Department, Beijing, China (and 2 more)
- Kai Chen 0014 — China University of Geosciences, School of Geophysics and Information Technology, Beijing, China
- Kai Chen 0015 — University of Southern California, Dept. of Industrial and Systems Engineering
- Kai Chen 0016 — Huazhong University of Science and Technology, School of Computer Science and Technology, Services Computing Technology and System Lab / Cluster and Grid Computing Lab, China
- Kai Chen 0017 — Zhejiang University
- Kai Chen 0018 — University of Electronic Science and Technology of China, School of Automation Engineering, Chengdu, China
- Kai Chen 0019 — Xiamen University, China
- Kai Chen 0020 — National University of Defense Technology, National Laboratory for Parallel and Distributed Processing, Changsha, China
- Kai Chen 0021 — Wuhan University of Technology, Laboratory of Intelligent Manufacture and Control, China
- Kai Chen 0022 — University of Arizona, Department of Electrical and Computer Engineering, Tucson, AZ, USA
- Kai Chen 0023 — Huazhong University of Science and Technology, School of Automation, National Key Laboratory of Science and Technology on Multi-spectral Information Processing, Wuhan, China
- Kai Chen 0024 — Wuhan University, School of Remote Sensing and Information Engineering, Wuhan, China
- Kai Chen 0025 — BUPT, School of Information and Communication Engineering, Beijing, China
- Kai Chen 0026 — SenseTime Research, Hong Kong (and 2 more)
- Kai Chen 0027 — Fudan University, School of Computer Science, Shanghai, China
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2020 – today
- 2023
[j36]Yilun Jin, Yang Liu, Kai Chen, Qiang Tang:
Federated Learning without Full Labels: A Survey. IEEE Data Eng. Bull. 46(1): 27-51 (2023)- [j35]Xinchen Wan, Kaiqiang Xu, Xudong Liao, Yilun Jin, Kai Chen, Xin Jin:
Scalable and Efficient Full-Graph GNN Training for Large Graphs. Proc. ACM Manag. Data 1(2): 143:1-143:23 (2023) - [j34]Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen:
Enabling Edge-Cloud Video Analytics for Robotics Applications. IEEE Trans. Cloud Comput. 11(2): 1500-1513 (2023) - [j33]Junxue Zhang, Wei Bai, Kai Chen:
Enabling ECN for Datacenter Networks With RTT Variations. IEEE Trans. Cloud Comput. 11(3): 2349-2364 (2023) - [j32]Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang:
No Free Lunch Theorem for Security and Utility in Federated Learning. ACM Trans. Intell. Syst. Technol. 14(1): 1:1-1:35 (2023) - [j31]Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen:
Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework. IEEE Trans. Knowl. Data Eng. 35(4): 3870-3884 (2023) - [j30]Hao Liu, Jindong Han, Yanjie Fu, Yanyan Li, Kai Chen, Hui Xiong:
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training. VLDB J. 32(2): 325-342 (2023) - [c81]Zilong Wang, Xinchen Wan, Chaoliang Zeng, Kai Chen:
Accurate and Scalable Rate Limiter for RDMA NICs. APNet 2023: 15-20 - [c80]Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen:
Scaling Switch-driven Flow Control with Aquarius. APNet 2023: 81-87 - [c79]Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury:
Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing. EuroSys 2023: 851-866 - [c78]Kun Guo, Yutong Fang, Qingqing Huang, Yuting Liang, Ziyao Zhang, Wenyu He, Liu Yang, Kai Chen, Ximeng Liu, Wenzhong Guo:
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs. IJCAI 2023: 3768-3776 - [c77]Yilun Jin, Kai Chen, Qiang Yang:
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities. KDD 2023: 1032-1043 - [c76]Wenxin Tai, Bin Chen, Fan Zhou, Ting Zhong, Goce Trajcevski, Yong Wang, Kai Chen:
TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation. KDD 2023: 4862-4871 - [c75]Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou:
RIPGeo: Robust Street-Level IP Geolocation. MDM 2023: 138-147 - [c74]Zilong Wang, Layong Luo, Qingsong Ning, Chaoliang Zeng, Wenxue Li, Xinchen Wan, Peng Xie, Tao Feng, Ke Cheng, Xiongfei Geng, Tianhao Wang, Weicheng Ling, Kejia Huo, Pingbo An, Kui Ji, Shideng Zhang, Bin Xu, Ruiqing Feng, Tao Ding, Kai Chen, Chuanxiong Guo:
SRNIC: A Scalable Architecture for RDMA NICs. NSDI 2023: 1-14 - [c73]Junxue Zhang, Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen:
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning. NSDI 2023: 1057-1079 - [i35]Yilun Jin, Yang Liu, Kai Chen, Qiang Yang:
Federated Learning without Full Labels: A Survey. CoRR abs/2303.14453 (2023) - [i34]Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen:
A Survey on Vertical Federated Learning: From a Layered Perspective. CoRR abs/2304.01829 (2023) - [i33]Xiaojin Zhang, Anbu Huang, Lixin Fan, Kai Chen, Qiang Yang:
Probably Approximately Correct Federated Learning. CoRR abs/2304.04641 (2023) - [i32]Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang:
A Game-theoretic Framework for Federated Learning. CoRR abs/2304.05836 (2023) - [i31]Yan Kang, Hanlin Gu, Xingxing Tang, Yuanqin He, Yuzhu Zhang, Jinnan He, Yuxing Han, Lixin Fan, Kai Chen, Qiang Yang:
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning. CoRR abs/2305.00312 (2023) - [i30]Xiaojin Zhang, Kai Chen, Qiang Yang:
Towards Achieving Near-optimal Utility for Privacy-Preserving Federated Learning via Data Generation and Parameter Distortion. CoRR abs/2305.04288 (2023) - [i29]Xiaojin Zhang, Wenjie Li, Kai Chen, Shutao Xia, Qiang Yang:
Theoretically Principled Federated Learning for Balancing Privacy and Utility. CoRR abs/2305.15148 (2023) - [i28]Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen:
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing. CoRR abs/2306.16139 (2023) - [i27]Wenxue Li, Junyi Zhang, Gaoxiong Zeng, Yufei Liu, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen:
Gleam: An RDMA-accelerated Multicast Protocol for Datacenter Networks. CoRR abs/2307.14074 (2023) - [i26]Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang:
A Survey for Federated Learning Evaluations: Goals and Measures. CoRR abs/2308.11841 (2023) - 2022
- [j29]Zhenghang Ren, Liu Yang, Kai Chen:
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data. ACM Trans. Intell. Syst. Technol. 13(4): 58:1-58:20 (2022) - [j28]Di Chai, Leye Wang, Kai Chen, Qiang Yang:
Efficient Federated Matrix Factorization Against Inference Attacks. ACM Trans. Intell. Syst. Technol. 13(4): 59:1-59:20 (2022) - [j27]Shuihai Hu, Gaoxiong Zeng, Wei Bai, Zilong Wang, Baochen Qiao, Kai Chen, Kun Tan, Yi Wang:
Aeolus: A Building Block for Proactive Transport in Datacenter Networks. IEEE/ACM Trans. Netw. 30(2): 542-556 (2022) - [j26]Gaoxiong Zeng, Wei Bai, Ge Chen, Kai Chen, Dongsu Han, Yibo Zhu, Lei Cui:
Congestion Control for Cross-Datacenter Networks. IEEE/ACM Trans. Netw. 30(5): 2074-2089 (2022) - [c72]Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen:
Spine: an efficient DRL-based congestion control with ultra-low overhead. CoNEXT 2022: 261-275 - [c71]Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin:
Multi-objective congestion control. EuroSys 2022: 218-235 - [c70]Xinchen Wan, Kai Chen, Yiming Zhang:
DGS: Communication-Efficient Graph Sampling for Distributed GNN Training. ICNP 2022: 1-11 - [c69]Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang:
Practical and Secure Federated Recommendation with Personalized Mask. FL@IJCAI 2022: 33-45 - [c68]Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen:
Secure Forward Aggregation for Vertical Federated Neural Networks. FL@IJCAI 2022: 115-129 - [c67]Weiyan Wang, Cengguang Zhang, Liu Yang, Kai Chen, Kun Tan:
Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training. INFOCOM 2022: 320-329 - [c66]Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen:
AutoByte: Automatic Configuration for Optimal Communication Scheduling in DNN Training. INFOCOM 2022: 760-769 - [c65]Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang:
Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. KDD 2022: 46-55 - [c64]Yilun Jin, Kai Chen, Qiang Yang:
Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting. KDD 2022: 731-741 - [c63]Zhiyuan Wang, Fan Zhou, Wenxuan Zeng, Goce Trajcevski, Chunjing Xiao, Yong Wang, Kai Chen:
Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks. KDD 2022: 4121-4131 - [c62]Chaoliang Zeng, Layong Luo, Teng Zhang, Zilong Wang, Luyang Li, Wenchen Han, Nan Chen, Lebing Wan, Lichao Liu, Zhipeng Ding, Xiongfei Geng, Tao Feng, Feng Ning, Kai Chen, Chuanxiong Guo:
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing. NSDI 2022: 1345-1358 - [c61]Chaoliang Zeng, Layong Luo, Qingsong Ning, Yaodong Han, Yuhang Jiang, Ding Tang, Zilong Wang, Kai Chen, Chuanxiong Guo:
FAERY: An FPGA-accelerated Embedding-based Retrieval System. OSDI 2022: 841-856 - [c60]Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen:
LiteFlow: towards high-performance adaptive neural networks for kernel datapath. SIGCOMM 2022: 414-427 - [c59]Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang:
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. SP 2022: 2487-2501 - [i25]Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury:
Efficient DNN Training with Knowledge-Guided Layer Freezing. CoRR abs/2201.06227 (2022) - [i24]Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang:
No Free Lunch Theorem for Security and Utility in Federated Learning. CoRR abs/2203.05816 (2022) - [i23]Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen:
Secure Forward Aggregation for Vertical Federated Neural Networks. CoRR abs/2207.00165 (2022) - [i22]Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang:
Trading Off Privacy, Utility and Efficiency in Federated Learning. CoRR abs/2209.00230 (2022) - [i21]Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen:
SoK: Fully Homomorphic Encryption Accelerators. CoRR abs/2212.01713 (2022) - 2021
- [j25]Di Chai, Leye Wang, Kai Chen, Qiang Yang:
Secure Federated Matrix Factorization. IEEE Intell. Syst. 36(5): 11-20 (2021) - [j24]Shuihai Hu, Wei Bai, Kai Chen, Chen Tian, Ying Zhang, Haitao Wu:
Providing Bandwidth Guarantees, Work Conservation and Low Latency Simultaneously in the Cloud. IEEE Trans. Cloud Comput. 9(2): 763-776 (2021) - [j23]Wei Bai, Shuihai Hu, Kai Chen, Kun Tan, Yongqiang Xiong:
One More Config is Enough: Saving (DC)TCP for High-Speed Extremely Shallow-Buffered Datacenters. IEEE/ACM Trans. Netw. 29(2): 489-502 (2021) - [j22]Yuchao Zhang, Xiaohui Nie, Junchen Jiang, Wendong Wang, Ke Xu, Youjian Zhao, Martin J. Reed, Kai Chen, Haiyang Wang, Guang Yao:
BDS+: An Inter-Datacenter Data Replication System With Dynamic Bandwidth Separation. IEEE/ACM Trans. Netw. 29(2): 918-934 (2021) - [j21]Wenxin Li, Duowen Liu, Kai Chen, Keqiu Li, Heng Qi:
Hone: Mitigating Stragglers in Distributed Stream Processing With Tuple Scheduling. IEEE Trans. Parallel Distributed Syst. 32(8): 2021-2034 (2021) - [j20]Shuhao Liu, Hong Xu, Libin Liu, Wei Bai, Kai Chen, Zhiping Cai:
RepNet: Cutting Latency with Flow Replication in Data Center Networks. IEEE Trans. Serv. Comput. 14(1): 248-261 (2021) - [c58]Jinbin Hu, Jiawei Huang, Zhaoyi Li, Yijun Li, Wenchao Jiang, Kai Chen, Jianxin Wang, Tian He:
RPO: Receiver-driven Transport Protocol Using Opportunistic Transmission in Data Center. ICNP 2021: 1-11 - [c57]Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros:
Jellyfish: Locality-Sensitive Subflow Sketching. INFOCOM 2021: 1-10 - [c56]Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen:
Enabling Edge-Cloud Video Analytics for Robotics Applications. INFOCOM 2021: 1-10 - [i20]Di Chai, Leye Wang, Lianzhi Fu, Junxue Zhang, Kai Chen, Qiang Yang:
Federated Singular Vector Decomposition. CoRR abs/2105.08925 (2021) - [i19]Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen:
CityNet: A Multi-city Multi-modal Dataset for Smart City Applications. CoRR abs/2106.15802 (2021) - [i18]Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin:
Multi-Objective Congestion Control. CoRR abs/2107.01427 (2021) - [i17]Xiaodian Cheng, Wanhang Lu, Xinyang Huang, Shuihai Hu, Kai Chen:
HAFLO: GPU-Based Acceleration for Federated Logistic Regression. CoRR abs/2107.13797 (2021) - [i16]Cengguang Zhang, Junxue Zhang, Di Chai, Kai Chen:
Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning. CoRR abs/2108.06958 (2021) - [i15]Liu Yang, Ben Tan, Bo Liu, Vincent W. Zheng, Kai Chen, Qiang Yang:
Practical and Secure Federated Recommendation with Personalized Masks. CoRR abs/2109.02464 (2021) - [i14]Qiyao Luo, Yilei Wang, Zhenghang Ren, Ke Yi, Kai Chen, Xiao Wang:
Secure Machine Learning over Relational Data. CoRR abs/2109.14806 (2021) - [i13]Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen:
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks. CoRR abs/2110.01556 (2021) - [i12]Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen:
Automatic Configuration for Optimal Communication Scheduling in DNN Training. CoRR abs/2112.13509 (2021) - 2020
- [j19]Tao Zhang, Jiawei Huang, Kai Chen, Jianxin Wang, Jianer Chen, Yi Pan, Geyong Min:
Rethinking Fast and Friendly Transport in Data Center Networks. IEEE/ACM Trans. Netw. 28(5): 2364-2377 (2020) - [c55]Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen:
RAT - Resilient Allreduce Tree for Distributed Machine Learning. APNet 2020: 52-57 - [c54]Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen:
Clustering-preserving Network Flow Sketching. INFOCOM 2020: 1309-1318 - [c53]Wei Bai, Shuihai Hu, Kai Chen, Kun Tan, Yongqiang Xiong:
One More Config is Enough: Saving (DC)TCP for High-speed Extremely Shallow-buffered Datacenters. INFOCOM 2020: 2007-2016 - [c52]Liu Yang, Bo Liu, Leyu Lin, Feng Xia, Kai Chen, Qiang Yang:
Exploring Clustering of Bandits for Online Recommendation System. RecSys 2020: 120-129 - [c51]Shuihai Hu, Wei Bai, Gaoxiong Zeng, Zilong Wang, Baochen Qiao, Kai Chen, Kun Tan, Yi Wang:
Aeolus: A Building Block for Proactive Transport in Datacenters. SIGCOMM 2020: 422-434 - [p1]Liu Yang, Ben Tan, Vincent W. Zheng, Kai Chen, Qiang Yang:
Federated Recommendation Systems. Federated Learning 2020: 225-239 - [i11]Weiyan Wang, Cengguang Zhang, Liu Yang, Jiacheng Xia, Kai Chen, Kun Tan:
Divide-and-Shuffle Synchronization for Distributed Machine Learning. CoRR abs/2007.03298 (2020) - [i10]Zhaoxiong Yang, Shuihai Hu, Kai Chen:
FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning. CoRR abs/2007.10560 (2020) - [i9]Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang:
Domain-specific Communication Optimization for Distributed DNN Training. CoRR abs/2008.08445 (2020) - [i8]Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen:
Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework. CoRR abs/2009.09379 (2020) - [i7]Di Chai, Leye Wang, Kai Chen, Qiang Yang:
FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning. CoRR abs/2011.09655 (2020)
2010 – 2019
- 2019
- [j18]Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen:
Tagger: Practical PFC Deadlock Prevention in Data Center Networks. IEEE/ACM Trans. Netw. 27(2): 889-902 (2019) - [c50]Jiacheng Xia, Gaoxiong Zeng, Junxue Zhang, Weiyan Wang, Wei Bai, Junchen Jiang, Kai Chen:
Rethinking Transport Layer Design for Distributed Machine Learning. APNet 2019: 22-28 - [c49]Junxue Zhang, Wei Bai, Kai Chen:
Enabling ECN for datacenter networks with RTT variations. CoNEXT 2019: 233-245 - [c48]Huiba Li, Yiming Zhang, Dongsheng Li, Zhiming Zhang, Shengyun Liu, Peng Huang, Zheng Qin, Kai Chen, Yongqiang Xiong:
URSA: Hybrid Block Storage for Cloud-Scale Virtual Disks. EuroSys 2019: 15:1-15:17 - [c47]Yiding Wang, Weiyan Wang, Junxue Zhang, Junchen Jiang, Kai Chen:
Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics. HotCloud 2019 - [c46]Gaoxiong Zeng, Wei Bai, Ge Chen, Kai Chen, Dongsu Han, Yibo Zhu, Lei Cui:
Congestion Control for Cross-Datacenter Networks. ICNP 2019: 1-12 - [c45]Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen:
Resilient Disaggregated Network Flow Monitoring. SIGCOMM Posters and Demos 2019: 54-56 - [i6]Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen:
Locality-Sensitive Sketching for Resilient Network Flow Monitoring. CoRR abs/1905.03113 (2019) - [i5]Di Chai, Leye Wang, Kai Chen, Qiang Yang:
Secure Federated Matrix Factorization. CoRR abs/1906.05108 (2019) - [i4]Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen:
Quantifying the Performance of Federated Transfer Learning. CoRR abs/1912.12795 (2019) - 2018
- [j17]Mowei Wang, Yong Cui, Shihan Xiao, Xin Wang, Dan Yang, Kai Chen, Jun Zhu:
Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning. Proc. ACM Meas. Anal. Comput. Syst. 2(2): 26:1-26:25 (2018) - [c44]Shuihai Hu, Wei Bai, Baochen Qiao, Kai Chen, Kun Tan:
Augmenting Proactive Congestion Control with Aeolus. APNet 2018: 22-28 - [c43]Hong Zhang, Kai Chen, Mosharaf Chowdhury:
Pas de deux: Shape the Circuits, and Shape the Apps too! APNet 2018: 29-35 - [c42]Yuchao Zhang, Junchen Jiang, Ke Xu, Xiaohui Nie, Martin J. Reed, Haiyang Wang, Guang Yao, Miao Zhang, Kai Chen:
BDS: a centralized near-optimal overlay network for inter-datacenter data replication. EuroSys 2018: 10:1-10:14 - [c41]Zhuotao Liu, Kai Chen, Haitao Wu, Shuihai Hu, Yih-Chun Hu, Yi Wang, Gong Zhang:
Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding. INFOCOM 2018: 1-9 - [c40]Li Chen, Jiacheng Xia, Bairen Yi, Kai Chen:
PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication. NSDI 2018: 561-578 - [c39]Li Chen, Justinas Lingys, Kai Chen, Feng Liu:
AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization. SIGCOMM 2018: 191-205 - [c38]Mowei Wang, Yong Cui, Shihan Xiao, Xin Wang, Dan Yang, Kai Chen, Jun Zhu:
Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning. SIGMETRICS (Abstracts) 2018: 97-99 - [i3]Li Chen, Ge Chen, Justinas Lingys, Kai Chen:
Programmable Switch as a Parallel Computing Device. CoRR abs/1803.01491 (2018) - 2017
- [j16]Hong Zhang, Kai Chen, Wei Bai, Dongsu Han, Chen Tian, Hao Wang, Haibing Guan, Ming Zhang:
Guaranteeing Deadlines for Inter-Data Center Transfers. IEEE/ACM Trans. Netw. 25(1): 579-595 (2017) - [j15]Wei Bai, Li Chen, Kai Chen, Dongsu Han, Chen Tian, Hao Wang:
PIAS: Practical Information-Agnostic Flow Scheduling for Commodity Data Centers. IEEE/ACM Trans. Netw. 25(4): 1954-1967 (2017) - [j14]Kai Chen, Xitao Wen, Xingyu Ma, Yan Chen, Yong Xia, Chengchen Hu, Qunfeng Dong, Yongqiang Liu:
Toward A Scalable, Fault-Tolerant, High-Performance Optical Data Center Architecture. IEEE/ACM Trans. Netw. 25(4): 2281-2294 (2017) - [c37]Wei Bai, Kai Chen, Shuihai Hu, Kun Tan, Yongqiang Xiong:
Congestion Control for High-speed Extremely Shallow-buffered Datacenter Networks. APNet 2017: 29-35 - [c36]Gaoxiong Zeng, Wei Bai, Ge Chen, Kai Chen, Dongsu Han, Yibo Zhu:
Combining ECN and RTT for Datacenter Transport. APNet 2017: 36-42 - [c35]Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen:
Tagger: Practical PFC Deadlock Prevention in Data Center Networks. CoNEXT 2017: 451-463 - [c34]Ziyang Li, Wei Bai, Kai Chen, Dongsu Han, Yiming Zhang, Dongsheng Li, Hongfang Yu:
Rate-aware flow scheduling for commodity data center networks. INFOCOM 2017: 1-9 - [c33]Li Chen, Kai Chen, Zhonghua Zhu, Minlan Yu, George Porter, Chunming Qiao, Shan Zhong:
Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch. NSDI 2017: 577-593 - [c32]Bairen Yi, Jiacheng Xia, Li Chen, Kai Chen:
Towards Zero Copy Dataflows using RDMA. SIGCOMM Posters and Demos 2017: 28-30 - [c31]Hong Zhang, Junxue Zhang, Wei Bai, Kai Chen, Mosharaf Chowdhury:
Resilient Datacenter Load Balancing in the Wild. SIGCOMM 2017: 253-266 - [e1]Kai Chen, Jitendra Padhye:
Proceedings of the First Asia-Pacific Workshop on Networking, APNet 2017, Hong Kong, China, August 3-4, 2017. ACM 2017, ISBN 978-1-4503-5244-4 [contents] - [i2]