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ORCIDKai Chen 0005
陳凱
Person information
- unicode name: 陳凱
- affiliation: Hong Kong University of Science and Technology
- affiliation: Northwestern University
Other persons with the same name
- Kai Chen — disambiguation page
- Kai Chen 0001
![[0000-0001-6384-0355]](https://dblp.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 — Hong Kong University of Science and Technology, Robotics and Autonomous Systems Thrust, Guangzhou, China (and 1 more)
- 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 — Shanghai AI Laboratory, Guangzhou, China (and 2 more)
- Kai Chen 0027 — Fudan University, School of Computer Science, Shanghai, China
- Kai Chen 0028 — Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong
- Kai Chen 0029 — Nanjing University, Key Laboratory of Modern Acoustics, China
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2020 – today
- 2025
[j58]Xueting Liu, Xiaohan Wang, Chao Li, Joojo Walker, Wenxin Tai, Ting Zhong, Yong Wang, Fan Zhou, Kai Chen:
Mapping the unseen: Robust IP geolocation through the lens of uncertainty quantification. Comput. Networks 269: 111405 (2025)- [j57]Kaiqiang Xu, Di Chai, Junxue Zhang, Fan Lai, Kai Chen:
Sequoia: An Accessible and Extensible Framework for Privacy-Preserving Machine Learning over Distributed Data. Proc. ACM Manag. Data 3(1): 74:1-74:27 (2025) - [j56]Jinbin Hu, Jiawei Huang, Zhaoyi Li, Yijun Li, Shuying Rao, Wenchao Jiang, Kai Chen, Jian-Xin Wang, Tian He:
Proactive Transport With High Link Utilization Using Opportunistic Packets in Cloud Data Centers. IEEE Trans. Mob. Comput. 24(10): 9774-9790 (2025) - [c122]Guoyan Liang, Qin Zhou, Zhe Wang, Jingyuan Chen, Lin Gu, Chang Yao, Sai Wu, Bingcang Huang, Kai Chen:
Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities. AAAI 2025: 5137-5145 - [c121]Qijing Li, Xinyang Huang, Bowen Liu, Pengbo Li, Junxue Zhang, Kai Chen:
Cache-Aware I/O Rate Control for RDMA. APNet 2025: 9-16 - [c120]Xiangzhou Liu, Wenxue Li, Kai Chen:
Enabling Packet Spraying over Commodity RNICs with In-Network Support. APNet 2025: 51-58 - [c119]Yuxuan Li, Zhenghang Ren, Wenxue Li, Xiangzhou Liu, Kai Chen:
Congestion Control for AI Workloads with Message-Level Signaling. APNet 2025: 59-65 - [c118]Kaiqiang Xu, Decang Sun, Hao Wang, Zhenghang Ren, Xinchen Wan, Xudong Liao, Zilong Wang, Junxue Zhang, Kai Chen:
Design and Operation of Shared Machine Learning Clusters on Campus. ASPLOS (1) 2025: 295-310 - [c117]Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang:
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. COLING 2025: 243-255 - [c116]Bin Yang, Dian Shen, Junxue Zhang, Hanlin Yang, Lunqi Zhao, Beilun Wang, Guyue Liu, Kai Chen:
eNetSTL: Towards an In-kernel Library for High-Performance eBPF-based Network Functions. EuroSys 2025: 42-58 - [c115]Han Tian, Xudong Liao, Decang Sun, Chaoliang Zeng, Yilun Jin, Junxue Zhang, Xinchen Wan, Zilong Wang, Yong Wang, Kai Chen:
Achieving Fairness Generalizability for Learning-based Congestion Control with Jury. EuroSys 2025: 413-427 - [c114]Yiming Zhang, Li Wang, Shengyun Liu, Shun Gai, Haonan Wang, Xin Yao, Meiling Wang, Kai Chen, Dongsheng Li, Jiwu Shu:
Cheetah: Metadata Aggregation for Fast Object Storage without Distributed Ordering. EuroSys 2025: 1126-1141 - [c113]Hao Wang, Decang Sun, Jinbin Hu, Kai Chen:
Enabling In-Network Acceleration Over the Cloud. INFOCOM 2025: 1-10 - [c112]Xinchen Wan, Luyang Li, Han Tian, Xudong Liao, Xinyang Huang, Chaoliang Zeng, Zilong Wang, Xinyu Yang, Ke Cheng, Qingsong Ning, Guyue Liu, Layong Luo, Kai Chen:
A Generic and Efficient Communication Framework for Message-Level In-Network Computing. INFOCOM 2025: 1-10 - [c111]Xiaoyu Wang, Yangming Zhao, Chen Tian, Kai Chen, Qi Li, Kun Yang, Chunming Qiao:
Combating Deep Leakage from Gradients in Cross-Silo Federated Learning with QKD. INFOCOM 2025: 1-10 - [c110]Kaiqiang Xu, Decang Sun, Han Tian, Junxue Zhang, Kai Chen:
GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters. NSDI 2025: 999-1014 - [c109]Zhenghang Ren, Yuxuan Li, Zilong Wang, Xinyang Huang, Wenxue Li, Kaiqiang Xu, Xudong Liao, Yijun Sun, Bowen Liu, Han Tian, Junxue Zhang, Mingfei Wang, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen:
Enabling Efficient GPU Communication over Multiple NICs with FuseLink. OSDI 2025: 91-108 - [c108]Wenxue Li, Xiangzhou Liu, Yunxuan Zhang, Zihao Wang, Wei Gu, Tao Qian, Gaoxiong Zeng, Shoushou Ren, Xinyang Huang, Zhenghang Ren, Bowen Liu, Junxue Zhang, Kai Chen, Bingyang Liu:
Revisiting RDMA Reliability for Lossy Fabrics. SIGCOMM 2025: 85-98 - [c107]Bowen Liu, Xinyang Huang, Qijing Li, Zhuobin Huang, Yijun Sun, Wenxue Li, Junxue Zhang, Ping Yin, Kai Chen:
CEIO: A Cache-Efficient Network I/O Architecture for NIC-CPU Data Paths. SIGCOMM 2025: 381-394 - [c106]Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen:
MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training. SIGCOMM 2025: 554-574 - [c105]Xinchen Wan, Xinyu Yang, Kaiqiang Xu, Xudong Liao, Yilun Jin, Yijun Sun, Zhenghang Ren, Han Tian, Kai Chen:
Coflow Scheduling for LLM Training. SIGCOMM 2025: 1232-1234 - [c104]Xudong Liao, Han Tian, Xinchen Wan, Chaoliang Zeng, Hao Wang, Junxue Zhang, Mengyu Ma, Guyue Liu, Kai Chen:
Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload Shaping. USENIX ATC 2025: 179-198 - [c103]Zhaoyi Li, Jiawei Huang, Yijun Li, Jingling Liu, Junxue Zhang, Hui Li, Xiaojun Zhu, Shengwen Zhou, Jing Shao, Xiaojuan Lu, Qichen Su, Jianxin Wang, Chee Wei Tan, Yong Cui, Kai Chen:
Accelerating Distributed Graph Learning by Using Collaborative In-Network Multicast and Aggregation. USENIX ATC 2025: 233-247 - [c102]Jinbin Hu, Wenxue Li, Xiangzhou Liu, Junfeng Wang, Bowen Liu, Ping Yin, Jianxin Wang, Jiawei Huang, Kai Chen:
FLB: Fine-grained Load Balancing for Lossless Datacenter Networks. USENIX ATC 2025: 365-380 - [i51]Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen:
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training. CoRR abs/2501.03905 (2025) - [i50]Junxue Zhang, Xiaodian Cheng, Gang Cao, Meng Dai, Yijun Sun, Han Tian, Dian Shen, Yong Wang, Kai Chen:
FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration. CoRR abs/2501.18371 (2025) - [i49]Junxue Zhang, Han Tian, Xinyang Huang, Wenxue Li, Kaiqiang Xu, Dian Shen, Yong Wang, Kai Chen:
Swift: Rethinking RDMA Control Plane for Elastic Computing. CoRR abs/2501.19051 (2025) - [i48]Di Chai, Pengbo Li, Feiyuan Zhang, Yilun Jin, Han Tian, Junxue Zhang, Kai Chen:
Enhancing Token Filtering Efficiency in Large Language Model Training with Collider. CoRR abs/2502.00340 (2025) - [i47]Feiyuan Zhang, Dezhi Zhu, James Ming, Yilun Jin, Di Chai, Liu Yang, Han Tian, Zhaoxin Fan, Kai Chen:
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue. CoRR abs/2502.13847 (2025) - [i46]Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang:
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation. CoRR abs/2502.15857 (2025) - 2024
- [j55]Kun Guo, Zhanhong Chen, Zhiyong Yu, Kai Chen, Wenzhong Guo:
Evolutionary Computing Empowered Community Detection in Attributed Networks. IEEE Commun. Mag. 62(5): 22-26 (2024) - [j54]Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen:
SoK: Fully Homomorphic Encryption Accelerators. ACM Comput. Surv. 56(12): 316:1-316:32 (2024) - [j53]Zhuoyi Peng, Yi Yang, Liu Yang, Kai Chen:
Federated Meta Embedding Concept Stock Recommendation. IEEE Trans. Big Data 10(6): 891-902 (2024) - [j52]Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang:
A Game-theoretic Framework for Privacy-preserving Federated Learning. ACM Trans. Intell. Syst. Technol. 15(3): 52:1-52:35 (2024) - [j51]Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang:
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning. ACM Trans. Intell. Syst. Technol. 15(3): 55:1-55:36 (2024) - [j50]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 a Constrained Multi-Objective Federated Learning Framework. ACM Trans. Intell. Syst. Technol. 15(6): 134:1-134:33 (2024) - [j49]Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang:
A Survey for Federated Learning Evaluations: Goals and Measures. IEEE Trans. Knowl. Data Eng. 36(10): 5007-5024 (2024) - [j48]Kun Guo, Dangrun Chen, Qingqing Huang, Fuan Li, Chen Guo, Duanji Wu, Ximeng Liu, Kai Chen:
Privacy-Preserving Multi-Label Propagation Based on Federated Learning. IEEE Trans. Netw. Sci. Eng. 11(1): 886-899 (2024) - [j47]Yingya Guo, Bin Lin, Qi Tang, Yulong Ma, Huan Luo, Han Tian, Kai Chen:
Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-Agent Reinforcement Learning Framework. IEEE Trans. Netw. Serv. Manag. 21(6): 6759-6769 (2024) - [j46]Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen:
LiteFlow: Toward High-Performance Adaptive Neural Networks for Kernel Datapath. IEEE/ACM Trans. Netw. 32(1): 627-642 (2024) - [j45]Han Tian, Xudong Liao, Chaoliang Zeng, Decang Sun, Junxue Zhang, Kai Chen:
Efficient DRL-Based Congestion Control With Ultra-Low Overhead. IEEE/ACM Trans. Netw. 32(3): 1888-1903 (2024) - [j44]Tao Zhang, Ran Huang, Jiawei Huang, Shaojun Zou, Chang Ruan, Kai Chen, Jianxin Wang, Geyong Min:
Taming the Aggressiveness of Heterogeneous TCP Traffic in Data Center Networks. IEEE/ACM Trans. Netw. 32(3): 2253-2268 (2024) - [j43]Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen:
Load Balancing With Multi-Level Signals for Lossless Datacenter Networks. IEEE/ACM Trans. Netw. 32(3): 2736-2748 (2024) - [j42]Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen:
FlowSail: Fine-Grained and Practical Flow Control for Datacenter Networks. IEEE/ACM Trans. Netw. 32(5): 3916-3928 (2024) - [j41]Ziyang Li, Dongsheng Li, Yingwen Chen, Kai Chen, Yiming Zhang:
Decentralized Scheduling for Data-Parallel Tasks in the Cloud. ACM Trans. Parallel Comput. 11(2): 10 (2024) - [j40]Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen:
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. IEEE Trans. Parallel Distributed Syst. 35(8): 1506-1523 (2024) - [c101]Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Han Tian, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen:
Understanding Communication Characteristics of Distributed Training. APNet 2024: 1-8 - [c100]Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen:
Astraea: Towards Fair and Efficient Learning-based Congestion Control. EuroSys 2024: 99-114 - [c99]Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen:
Accelerating Privacy-Preserving Machine Learning With GeniBatch. EuroSys 2024: 489-504 - [c98]Wenxue Li, Junyi Zhang, Yufei Liu, Gaoxiong Zeng, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen:
Cepheus: Accelerating Datacenter Applications with High-Performance RoCE-Capable Multicast. HPCA 2024: 908-921 - [c97]Xinyi Zhu, Yongqi Zhang, Lei Chen, Kai Chen:
Triple-D: Denoising Distant Supervision for High-Quality Data Creation. ICDE 2024: 1874-1887 - [c96]Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin:
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. NeurIPS 2024 - [c95]Wenxin Li, Xin He, Yuan Liu, Keqiu Li, Kai Chen, Zhao Ge, Zewei Guan, Heng Qi, Song Zhang, Guyue Liu:
Flow Scheduling with Imprecise Knowledge. NSDI 2024: 95-111 - [c94]Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen:
Towards Domain-Specific Network Transport for Distributed DNN Training. NSDI 2024 - [c93]Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen:
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI 2024 - [c92]Zilong Wang, Xinchen Wan, Luyang Li, Yijun Sun, Peng Xie, Xin Wei, Qingsong Ning, Junxue Zhang, Kai Chen:
Fast, Scalable, and Accurate Rate Limiter for RDMA NICs. SIGCOMM 2024: 568-580 - [c91]Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang:
Efficient Decentralized Federated Singular Vector Decomposition. USENIX ATC 2024: 1029-1047 - [c90]Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen:
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA. USENIX Security Symposium 2024 - [i45]Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen:
Towards Fair and Efficient Learning-based Congestion Control. CoRR abs/2403.01798 (2024) - [i44]Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang:
PackVFL: Efficient HE Packing for Vertical Federated Learning. CoRR abs/2405.00482 (2024) - [i43]Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang:
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. CoRR abs/2406.02224 (2024) - [i42]Tao Fan, Yan Kang, Weijing Chen, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang:
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models. CoRR abs/2406.12403 (2024) - [i41]Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Kai Chen:
Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services. CoRR abs/2408.12526 (2024) - [i40]Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin:
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. CoRR abs/2410.20745 (2024) - [i39]Tao Fan, Yan Kang, Guoqiang Ma, Lixin Fan, Kai Chen, Qiang Yang:
FedCoLLM: A Parameter-Efficient Federated Co-tuning Framework for Large and Small Language Models. CoRR abs/2411.11707 (2024) - 2023
- [j39]Yilun Jin, Yang Liu, Kai Chen, Qiang Tang:
Federated Learning without Full Labels: A Survey. IEEE Data Eng. Bull. 46(1): 27-51 (2023) - [j38]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) - [j37]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) - [j36]Junxue Zhang, Wei Bai, Kai Chen:
Enabling ECN for Datacenter Networks With RTT Variations. IEEE Trans. Cloud Comput. 11(3): 2349-2364 (2023) - [j35]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) - [j34]Kun Guo, Wenzhong Guo, Enjie Ye, Yutong Fang, Jiachen Zheng, Ximeng Liu, Kai Chen:
Federated Clique Percolation for Privacy-preserving Overlapping Community Detection. ACM Trans. Intell. Syst. Technol. 14(4): 76:1-76:25 (2023) - [j33]Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang:
Trading Off Privacy, Utility, and Efficiency in Federated Learning. ACM Trans. Intell. Syst. Technol. 14(6): 98:1-98:32 (2023) - [j32]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) - [j31]Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros:
A One-Pass Clustering Based Sketch Method for Network Monitoring. IEEE/ACM Trans. Netw. 31(6): 2604-2613 (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) - [c89]Zilong Wang, Xinchen Wan, Chaoliang Zeng, Kai Chen:
Accurate and Scalable Rate Limiter for RDMA NICs. APNet 2023: 15-20 - [c88]Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen:
Scaling Switch-driven Flow Control with Aquarius. APNet 2023: 81-87 - [c87]Yiding Wang, Kai Chen, Haisheng Tan, Kun Guo:
Tabi: An Efficient Multi-Level Inference System for Large Language Models. EuroSys 2023: 233-248 - [c86]Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury:
Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing. EuroSys 2023: 851-866 - [c85]Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen:
Enabling Load Balancing for Lossless Datacenters. ICNP 2023: 1-11 - [c84]Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen:
Towards Fine-Grained and Practical Flow Control for Datacenter Networks. ICNP 2023: 1-11 - [c83]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 - [c82]Yilun Jin, Kai Chen, Qiang Yang:
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities. KDD 2023: 1032-1043 - [c81]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 - [c80]Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou:
RIPGeo: Robust Street-Level IP Geolocation. MDM 2023: 138-147 - [c79]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 - [c78]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 - [i38]Yilun Jin, Yang Liu, Kai Chen, Qiang Yang:
Federated Learning without Full Labels: A Survey. CoRR abs/2303.14453 (2023) - [i37]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) - [i36]Xiaojin Zhang, Anbu Huang, Lixin Fan, Kai Chen, Qiang Yang:
Probably Approximately Correct Federated Learning. CoRR abs/2304.04641 (2023) - [i35]Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang:
A Game-theoretic Framework for Federated Learning. CoRR abs/2304.05836 (2023) - [i34]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) - [i33]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) - [i32]Xiaojin Zhang, Wenjie Li, Kai Chen, Shutao Xia, Qiang Yang:
Theoretically Principled Federated Learning for Balancing Privacy and Utility. CoRR abs/2305.15148 (2023) - [i31]Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang:
A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning. CoRR abs/2305.18400 (2023) - [i30]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) - [i29]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) - [i28]Yingya Guo, Qi Tang, Yulong Ma, Han Tian, Kai Chen:
Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework. CoRR abs/2307.15922 (2023) - [i27]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) - [c77]Jinbin Hu, Chaoliang Zeng, Zilong Wang, Hong Xu, Jiawei Huang, Kai Chen:
Load Balancing in PFC-Enabled Datacenter Networks. APNet 2022: 21-28 - [c76]Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen:
Herald: An Embedding Scheduler for Distributed Embedding Model Training. APNet 2022: 50-56 - [c75]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 - [c74]Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin:
Multi-objective congestion control. EuroSys 2022: 218-235 - [c73]Xinchen Wan, Kai Chen, Yiming Zhang:
DGS: Communication-Efficient Graph Sampling for Distributed GNN Training. ICNP 2022: 1-11 - [c72]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 - [c71]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 - [c70]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 - [c69]Gaoxiong Zeng, Li Chen, Bairen Yi, Kai Chen:
Cutting Tail Latency in Commodity Datacenters with Cloudburst. INFOCOM 2022: 600-609 - [c68]Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen:
AutoByte: Automatic Configuration for Optimal Communication Scheduling in DNN Training. INFOCOM 2022: 760-769 - [c67]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 - [c66]Yilun Jin, Kai Chen, Qiang Yang:
Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting. KDD 2022: 731-741 - [c65]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 - [c64]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 - [c63]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 - [c62]Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen:
LiteFlow: towards high-performance adaptive neural networks for kernel datapath. SIGCOMM 2022: 414-427 - [c61]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 - [i26]Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury:
Efficient DNN Training with Knowledge-Guided Layer Freezing. CoRR abs/2201.06227 (2022) - [i25]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) - [i24]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) - [i23]Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang:
Trading Off Privacy, Utility and Efficiency in Federated Learning. CoRR abs/2209.00230 (2022) - [i22]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) - [c60]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 - [c59]Gaoxiong Zeng, Jianxin Qiu, Yifei Yuan, Hongqiang Liu, Kai Chen:
FlashPass: Proactive Congestion Control for Shallow-buffered WAN. ICNP 2021: 1-12 - [c58]Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros:
Jellyfish: Locality-Sensitive Subflow Sketching. INFOCOM 2021: 1-10 - [c57]Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen:
Enabling Edge-Cloud Video Analytics for Robotics Applications. INFOCOM 2021: 1-10 - [i21]Di Chai, Leye Wang, Lianzhi Fu, Junxue Zhang, Kai Chen, Qiang Yang:
Federated Singular Vector Decomposition. CoRR abs/2105.08925 (2021) - [i20]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) - [i19]Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin:
Multi-Objective Congestion Control. CoRR abs/2107.01427 (2021) - [i18]Xiaodian Cheng, Wanhang Lu, Xinyang Huang, Shuihai Hu, Kai Chen:
HAFLO: GPU-Based Acceleration for Federated Logistic Regression. CoRR abs/2107.13797 (2021) - [i17]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) - [i16]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) - [i15]Qiyao Luo, Yilei Wang, Zhenghang Ren, Ke Yi, Kai Chen, Xiao Wang:
Secure Machine Learning over Relational Data. CoRR abs/2109.14806 (2021) - [i14]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) - [i13]Gaoxiong Zeng, Li Chen, Bairen Yi, Kai Chen:
Optimizing Tail Latency in Commodity Datacenters using Forward Error Correction. CoRR abs/2110.15157 (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) - [c56]Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen:
RAT - Resilient Allreduce Tree for Distributed Machine Learning. APNet 2020: 52-57 - [c55]Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen:
Clustering-preserving Network Flow Sketching. INFOCOM 2020: 1309-1318 - [c54]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 - [c53]Liu Yang, Bo Liu, Leyu Lin, Feng Xia, Kai Chen, Qiang Yang:
Exploring Clustering of Bandits for Online Recommendation System. RecSys 2020: 120-129 - [c52]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 - [c51]Yang Cheng, Dan Li, Jing Zhu, Hongnan Liu, Kai Chen, Jianping Wu:
Managing Multicast Membership for Software Defined Data Center Network. VTC Fall 2020: 1-5 - [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]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- eue Binding. CoRR abs/1712.06766 (2017) - 2016
- [j13]Yang Peng, Kai Chen, Guohui Wang, Wei Bai, Yangming Zhao, Hao Wang, Yanhui Geng, Zhiqiang Ma, Lin Gu:
Towards Comprehensive Traffic Forecasting in Cloud Computing: Design and Application. IEEE/ACM Trans. Netw. 24(4): 2210-2222 (2016) - [j12]Shuihai Hu, Kai Chen, Haitao Wu, Wei Bai, Chang Lan, Hao Wang, Hongze Zhao, Chuanxiong Guo:
Explicit Path Control in Commodity Data Centers: Design and Applications. IEEE/ACM Trans. Netw. 24(5): 2768-2781 (2016) - [c30]Wei Bai, Kai Chen, Li Chen, Changhoon Kim, Haitao Wu:
Enabling ECN over Generic Packet Scheduling. CoNEXT 2016: 191-204 - [c29]Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen:
Deadlocks in Datacenter Networks: Why Do They Form, and How to Avoid Them. HotNets 2016: 92-98 - [c28]Pascal Poupart, Zhitang Chen, Priyank Jaini, Fred Fung, Hengky Susanto, Yanhui Geng, Li Chen, Kai Chen, Hao Jin:
Online flow size prediction for improved network routing. ICNP 2016: 1-6 - [c27]Hengky Susanto, Hao Jin, Kai Chen:
Stream: Decentralized opportunistic inter-coflow scheduling for datacenter networks. ICNP 2016: 1-10 - [c26]Shuihai Hu, Wei Bai, Kai Chen, Chen Tian, Ying Zhang, Haitao Wu:
Providing bandwidth guarantees, work conservation and low latency simultaneously in the cloud. INFOCOM 2016: 1-9 - [c25]Ziyang Li, Yiming Zhang, Dongsheng Li, Kai Chen, Yuxing Peng:
OPTAS: Decentralized flow monitoring and scheduling for tiny tasks. INFOCOM 2016: 1-9 - [c24]Wei Bai, Li Chen, Kai Chen, Haitao Wu:
Enabling ECN in Multi-Service Multi-Queue Data Centers. NSDI 2016: 537-549 - [c23]Hong Zhang, Li Chen, Bairen Yi, Kai Chen, Mosharaf Chowdhury, Yanhui Geng:
CODA: Toward Automatically Identifying and Scheduling Coflows in the Dark. SIGCOMM 2016: 160-173 - [c22]Li Chen, Kai Chen, Wei Bai, Mohammad Alizadeh:
Scheduling Mix-flows in Commodity Datacenters with Karuna. SIGCOMM 2016: 174-187 - 2015
- [j11]Yangming Zhao, Yifan Huang, Kai Chen, Minlan Yu, Sheng Wang, Dongsheng Li:
Joint VM placement and topology optimization for traffic scalability in dynamic datacenter networks. Comput. Networks 80: 109-123 (2015) - [c21]Hong Zhang, Kai Chen, Wei Bai, Dongsu Han, Chen Tian, Hao Wang, Haibing Guan, Ming Zhang:
Guaranteeing deadlines for inter-datacenter transfers. EuroSys 2015: 20:1-20:14 - [c20]Hao Wang, Li Chen, Kai Chen, Ziyang Li, Yiming Zhang, Haibing Guan, Zhengwei Qi, Dongsheng Li, Yanhui Geng:
FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing. ICDCS 2015: 349-358 - [c19]Yangming Zhao, Kai Chen, Wei Bai, Minlan Yu, Chen Tian, Yanhui Geng, Yiming Zhang, Dan Li, Sheng Wang:
Rapier: Integrating routing and scheduling for coflow-aware data center networks. INFOCOM 2015: 424-432 - [c18]Kai Chen, Xitao Wen, Xingyu Ma, Yan Chen, Yong Xia, Chengchen Hu, Qunfeng Dong:
WaveCube: A scalable, fault-tolerant, high-performance optical data center architecture. INFOCOM 2015: 1903-1911 - [c17]Shuihai Hu, Kai Chen, Haitao Wu, Wei Bai, Chang Lan, Hao Wang, Hongze Zhao, Chuanxiong Guo:
Explicit Path Control in Commodity Data Centers: Design and Applications. NSDI 2015: 15-28 - [c16]Wei Bai, Kai Chen, Hao Wang, Li Chen, Dongsu Han, Chen Tian:
Information-Agnostic Flow Scheduling for Commodity Data Centers. NSDI 2015: 455-468 - 2014
- [j10]Shihong Zou, Xitao Wen, Kai Chen, Shan Huang, Yan Chen, Yongqiang Liu, Yong Xia, Chengchen Hu:
VirtualKnotter: Online virtual machine shuffling for congestion resolving in virtualized datacenter. Comput. Networks 67: 141-153 (2014) - [j9]Kai Chen, David R. Choffnes, Rahul Potharaju, Yan Chen, Fabian E. Bustamante, Dan Pei, Yao Zhao:
Where the Sidewalk Ends: Extending the Internet AS Graph Using Traceroutes from P2P Users. IEEE Trans. Computers 63(4): 1021-1036 (2014) - [j8]Kai Chen, Ankit Singla, Atul Singh, Kishore Ramachandran, Lei Xu, Yueping Zhang, Xitao Wen, Yan Chen:
OSA: An Optical Switching Architecture for Data Center Networks With Unprecedented Flexibility. IEEE/ACM Trans. Netw. 22(2): 498-511 (2014) - [j7]Chengchen Hu, Bin Liu, Hongbo Zhao, Kai Chen, Yan Chen, Yu Cheng, Hao Wu:
Discount Counting for Fast Flow Statistics on Flow Size and Flow Volume. IEEE/ACM Trans. Netw. 22(3): 970-981 (2014) - [c15]Li Chen, Kai Chen:
BitBill: Scalable, Robust, Verifiable Peer-to-Peer Billing for Cloud Computing. HotCloud 2014 - [c14]Wei Bai, Li Chen, Kai Chen, Dongsu Han, Chen Tian, Weicheng Sun:
PIAS: Practical Information-Agnostic Flow Scheduling for Data Center Networks. HotNets 2014: 25:1-25:7 - [c13]Wei Bai, Kai Chen, Haitao Wu, Wuwei Lan, Yangming Zhao:
PAC: Taming TCP Incast Congestion Using Proactive ACK Control. ICNP 2014: 385-396 - [c12]Yang Peng, Kai Chen, Guohui Wang, Wei Bai, Zhiqiang Ma, Lin Gu:
HadoopWatch: A first step towards comprehensive traffic forecasting in cloud computing. INFOCOM 2014: 19-27 - [i1]Shuhao Liu, Wei Bai, Hong Xu, Kai Chen, Zhiping Cai:
RepFlow on node.js: Cutting Tail Latency in Data Center Networks at the Applications Layer. CoRR abs/1407.1239 (2014) - 2013
- [c11]Lei Chen, Shuihai Hu, Kai Chen, Haitao Wu, Danny H. K. Tsang:
Towards minimal-delay deadline-driven data center TCP. HotNets 2013: 21:1-21:7 - 2012
- [j6]Chengchen Hu, Kai Chen, Yan Chen, Bin Liu, Athanasios V. Vasilakos:
A Measurement Study on Potential Inter-Domain Routing Diversity. IEEE Trans. Netw. Serv. Manag. 9(3): 268-278 (2012) - [j5]Kai Chen, Chuanxiong Guo, Haitao Wu, Jing Yuan, Zhenqian Feng, Yan Chen, Songwu Lu, Wenfei Wu:
DAC: Generic and Automatic Address Configuration for Data Center Networks. IEEE/ACM Trans. Netw. 20(1): 84-99 (2012) - [c10]Yan Hu, Ming Zhu, Yong Xia, Kai Chen, Yanlin Luo:
GARDEN: Generic Addressing and Routing for Data Center Networks. IEEE CLOUD 2012: 107-114 - [c9]Xitao Wen, Kai Chen, Yan Chen, Yongqiang Liu, Yong Xia, Chengchen Hu:
VirtualKnotter: Online Virtual Machine Shuffling for Congestion Resolving in Virtualized Datacenter. ICDCS 2012: 12-21 - [c8]Xingyu Ma, Chengchen Hu, Kai Chen, Che Zhang, Hongtao Zhang, Kai Zheng, Yan Chen, Xianda Sun:
Error Tolerant Address Configuration for Data Center Networks with Malfunctioning Devices. ICDCS 2012: 708-717 - [c7]Kai Chen, Ankit Singla, Atul Singh, Kishore Ramachandran, Lei Xu, Yueping Zhang, Xitao Wen, Yan Chen:
OSA: An Optical Switching Architecture for Data Center Networks with Unprecedented Flexibility. NSDI 2012: 239-252 - 2011
- [j4]Chengchen Hu, Mu Yang, Kai Zheng, Kai Chen, Xin Zhang, Bin Liu, Xiaohong Guan:
Automatically configuring the network layer of data centers for cloud computing. IBM J. Res. Dev. 55(6): 3 (2011) - [j3]Kai Chen, Chengchen Hu:
Border gateway protocol monitoring system can be cost effective. IET Commun. 5(15): 2231-2240 (2011) - [j2]Kai Chen, Chengchen Hu, Xin Zhang, Kai Zheng, Yan Chen, Athanasios V. Vasilakos:
Survey on routing in data centers: insights and future directions. IEEE Netw. 25(4): 6-10 (2011) - 2010
- [j1]C. Hu, Y. Tang, Kai Chen, B. Liu:
Dynamic queuing sharing mechanism for per-flow quality of service control. IET Commun. 4(4): 472-483 (2010) - [c6]Chengchen Hu, Bin Liu, Hongbo Zhao, Kai Chen, Yan Chen, Chunming Wu, Yu Cheng:
DISCO: Memory Efficient and Accurate Flow Statistics for Network Measurement. ICDCS 2010: 665-674 - [c5]Chengchen Hu, Kai Chen, Yan Chen, Bin Liu:
Evaluating Potential Routing Diversity for Internet Failure Recovery. INFOCOM 2010: 321-325 - [c4]Guoxing Dong, Kai Chen, Erzhou Zhu, Yichao Zhang, Zhengwei Qi, Haibing Guan:
A Translation Framework for Virtual Execution Environment on CPU/GPU Architecture. PAAP 2010: 130-137 - [c3]Kai Chen, Chuanxiong Guo, Haitao Wu, Jing Yuan, Zhenqian Feng, Yan Chen, Songwu Lu, Wenfei Wu:
Generic and automatic address configuration for data center networks. SIGCOMM 2010: 39-50
2000 – 2009
- 2009
- [c2]Kai Chen, David R. Choffnes, Rahul Potharaju, Yan Chen, Fabian E. Bustamante, Dan Pei, Yao Zhao:
Where the sidewalk ends: extending the internet as graph using traceroutes from P2P users. CoNEXT 2009: 217-228 - [c1]Kai Chen, Chengchen Hu, Wenwen Zhang, Yan Chen, Bin Liu:
On the Eyeshots of BGP Vantage Points. GLOBECOM 2009: 1-6
Coauthor Index
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