Kai Chen

253 papers A* 44A 24B 13Misc 16Journal 123Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
DSA: Efficient Data-Plane Memory Scheduler for In-Network Aggregation to Accelerate Distributed Training.
IEEE Trans. Netw.
Jinbin Hu, Xinming Xu, Hao Wang, Xiaolin Chen, Jin Wang, Kai Chen
2026 J jnl
DragonKing: A Scalable and High-Throughput Rate Limiter by Enabling WF
IEEE Trans. Netw.
Gonglong Chen, Kejiang Ye, Kai Chen, Cheng-Zhong Xu
2026 A conf
Enabling Packet Spraying over Commodity RNICs with In-Network Support.
EuroSys
Xiangzhou Liu, Wenxue Li, Zihao Wang, Kai Chen
2026 J jnl
From Intent to Evidence: A Categorical Approach for Structural Evaluation of Deep Research Agents.
CoRR
Shuoling Liu, Zhiquan Tan, Kun Yi, Hui Wu, Yihan Li, Jiangpeng Yan, Liyuan Chen, Kai Chen, Qiang Yang
2026 J jnl
GRPCI: Harnessing Temporal-Spatial Dynamics for Graph Representation Learning.
IEEE Trans. Knowl. Data Eng.
Xiang Wu, Rong-Hua Li, Zhaoxin Fan, Kai Chen, Yujin Gao, Hongchao Qin, Guoren Wang
2026 J jnl
High-Performance RoCE-Capable Multicast for Commodity RDMA Datacenters.
IEEE Trans. Netw.
Wenxue Li, Junyi Zhang, Yufei Liu, Gaoxiong Zeng, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen
2026 J jnl
Invariant learning improves out-of-distribution generalization for IP geolocation.
Inf. Process. Manag.
Xiaohan Wang, Xueting Liu, Wenxin Tai, Joojo Walker, Yong Wang, Kai Chen, Fan Zhou
2026 A conf
Learn-to-Probe: Achieving Signal Distinguishability in Learning-based Congestion Control.
EuroSys
Han Tian, Wenbo Li, Junxue Zhang, Xudong Liao, Decang Sun, Donghui Chen, Bin Huang, Wenxue Li, Yong Wang, Kai Chen
2026 J jnl
Learning to Match Prototype for Few-Shot Classification of Attacks and Faults in Smart Grids.
IEEE Trans. Cybern.
Kaiyao Miao, Meng Zhang, Kai Chen, Yuanzhi Li, Xiong Zhan, Xiaohong Guan
2026 A conf
MFS: An Efficient Model Family Serving System for LLMs.
EuroSys
Yunxuan Zhang, Hao Wang, Han Tian, Liu Yang, Xudong Liao, Wenxue Li, Ping Yin, Bowen Liu, Kai Chen
2026 J jnl
Multi-stage Flow Scheduling for LLM Serving.
CoRR
Yijun Sun, Xudong Liao, Songrun Xie, Hao Chen, Han Tian, Wenxue Li, Yiming Zhang, Kai Chen
2026 J jnl
Noise Resistant Encrypted Malicious Traffic Detection Through Kernel-Enhanced Contrastive View Alignment.
IEEE Trans. Netw.
Meihui Zhong, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou
2026 J jnl
Towards Fair and Efficient Congestion Control Through Multi-Agent Deep Reinforcement Learning.
IEEE Trans. Netw.
Han Tian, Xudong Liao, Chaoliang Zeng, Xinchen Wan, Junxue Zhang, Bing Xia, Kai Chen
2026 J jnl
Towards Optimal Communication Scheduling With Automatic Configuration for Distributed DNN Training.
IEEE Trans. Netw.
Jinbin Hu, Xinming Xu, Hao Wang, Yiqing Ma, Xiaolin Chen, Yiming Zhang, Jin Wang, Kai Chen
2026 J jnl
Tracing paths, pruning noise: Toward robust IP geolocation via topology-guided shaping and refinement.
Inf. Process. Manag.
Xueting Liu, Wenxin Tai, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou
2026 J jnl
Trading Long Range for Better Performance: Enhancing Industrial LoRa Networks With Relays.
IEEE Trans. Ind. Informatics
Mengyu Kang, Zhiwei Zhao, Zi Wang, Kai Chen, Geyong Min, Hancong Duan
2025 A* conf
A Generic and Efficient Communication Framework for Message-Level In-Network Computing.
INFOCOM
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
2025 — conf
Accelerating Distributed Graph Learning by Using Collaborative In-Network Multicast and Aggregation.
USENIX ATC
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
2025 A conf
Achieving Fairness Generalizability for Learning-based Congestion Control with Jury.
EuroSys
Han Tian, Xudong Liao, Decang Sun, Chaoliang Zeng, Yilun Jin, Junxue Zhang, Xinchen Wan, Zilong Wang, Yong Wang, Kai Chen
2025 J jnl
Analyzing Communication Predictability in LLM Training.
CoRR
Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Zhenghang Ren, Xudong Liao, Han Tian, Bo Ren, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2025 A* conf
CEIO: A Cache-Efficient Network I/O Architecture for NIC-CPU Data Paths.
SIGCOMM
Bowen Liu, Xinyang Huang, Qijing Li, Zhuobin Huang, Yijun Sun, Wenxue Li, Junxue Zhang, Ping Yin, Kai Chen
2025 — conf
Cache-Aware I/O Rate Control for RDMA.
APNet
Qijing Li, Xinyang Huang, Bowen Liu, Pengbo Li, Junxue Zhang, Kai Chen
2025 A conf
Cheetah: Metadata Aggregation for Fast Object Storage without Distributed Ordering.
EuroSys
Yiming Zhang, Li Wang, Shengyun Liu, Shun Gai, Haonan Wang, Xin Yao, Meiling Wang, Kai Chen, Dongsheng Li, Jiwu Shu
2025 A* conf
Coflow Scheduling for LLM Training.
SIGCOMM
Xinchen Wan, Xinyu Yang, Kaiqiang Xu, Xudong Liao, Yilun Jin, Yijun Sun, Zhenghang Ren, Han Tian, Kai Chen
2025 A* conf
Combating Deep Leakage from Gradients in Cross-Silo Federated Learning with QKD.
INFOCOM
Xiaoyu Wang, Yangming Zhao, Chen Tian, Kai Chen, Qi Li, Kun Yang, Chunming Qiao
2025 — conf
Congestion Control for AI Workloads with Message-Level Signaling.
APNet
Yuxuan Li, Zhenghang Ren, Wenxue Li, Xiangzhou Liu, Kai Chen
2025 J jnl
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue.
CoRR
Feiyuan Zhang, Dezhi Zhu, James Ming, Yilun Jin, Di Chai, Liu Yang, Han Tian, Zhaoxin Fan, Kai Chen
2025 — conf
Design and Operation of Shared Machine Learning Clusters on Campus.
ASPLOS (1)
Kaiqiang Xu, Decang Sun, Hao Wang, Zhenghang Ren, Xinchen Wan, Xudong Liao, Zilong Wang, Junxue Zhang, Kai Chen
2025 A* conf
Enabling Efficient GPU Communication over Multiple NICs with FuseLink.
OSDI
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
2025 A* conf
Enabling In-Network Acceleration Over the Cloud.
INFOCOM
Hao Wang, Decang Sun, Jinbin Hu, Kai Chen
2025 — conf
Enabling Packet Spraying over Commodity RNICs with In-Network Support.
APNet
Xiangzhou Liu, Wenxue Li, Kai Chen
2025 J jnl
Enhancing Token Filtering Efficiency in Large Language Model Training with Collider.
CoRR
Di Chai, Pengbo Li, Feiyuan Zhang, Yilun Jin, Han Tian, Junxue Zhang, Kai Chen
2025 — conf
Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services.
KDD (2)
Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Jinbao Xue, Yangyu Tao, Di Wang, Kai Chen
2025 J jnl
FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration.
CoRR
Junxue Zhang, Xiaodian Cheng, Gang Cao, Meng Dai, Yijun Sun, Han Tian, Dian Shen, Yong Wang, Kai Chen
2025 — conf
FLB: Fine-grained Load Balancing for Lossless Datacenter Networks.
USENIX ATC
Jinbin Hu, Wenxue Li, Xiangzhou Liu, Junfeng Wang, Bowen Liu, Ping Yin, Jianxin Wang, Jiawei Huang, Kai Chen
2025 B conf
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models.
COLING
Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2025 — conf
Federated Financial Reasoning Distillation: Training A Small Financial Expert by Learning From Multiple Teachers.
ICAIF
Shuoling Liu, Jiangpeng Yan, Xiaoyu Wang, Yuhang Jiang, Liyuan Chen, Tao Fan, Kai Chen, Qiang Yang
2025 Misc conf
GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters.
NSDI
Kaiqiang Xu, Decang Sun, Han Tian, Junxue Zhang, Kai Chen
2025 J jnl
Mapping the unseen: Robust IP geolocation through the lens of uncertainty quantification.
Comput. Networks
Xueting Liu, Xiaohan Wang, Chao Li, Joojo Walker, Wenxin Tai, Ting Zhong, Yong Wang, Fan Zhou, Kai Chen
2025 A* conf
MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training.
SIGCOMM
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
2025 B conf
PINGeo: Towards Robust IP Geolocation with Adaptive Graph Pruning.
GLOBECOM
Xueting Liu, Xiaohan Wang, Joojo Walker, Ting Zhong, Yong Wang, Fan Zhou, Kai Chen
2025 J jnl
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation.
CoRR
Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2025 J jnl
Proactive Transport With High Link Utilization Using Opportunistic Packets in Cloud Data Centers.
IEEE Trans. Mob. Comput.
Jinbin Hu, Jiawei Huang, Zhaoyi Li, Yijun Li, Shuying Rao, Wenchao Jiang, Kai Chen, Jian-Xin Wang, Tian He
2025 A* conf
Revisiting RDMA Reliability for Lossy Fabrics.
SIGCOMM
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
2025 A* conf
Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities.
AAAI
Guoyan Liang, Qin Zhou, Zhe Wang, Jingyuan Chen, Lin Gu, Chang Yao, Sai Wu, Bingcang Huang, Kai Chen
2025 J jnl
Sequoia: An Accessible and Extensible Framework for Privacy-Preserving Machine Learning over Distributed Data.
Proc. ACM Manag. Data
Kaiqiang Xu, Di Chai, Junxue Zhang, Fan Lai, Kai Chen
2025 J jnl
Swift: Rethinking RDMA Control Plane for Elastic Computing.
CoRR
Junxue Zhang, Han Tian, Xinyang Huang, Wenxue Li, Kaiqiang Xu, Dian Shen, Yong Wang, Kai Chen
2025 — conf
Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload Shaping.
USENIX ATC
Xudong Liao, Han Tian, Xinchen Wan, Chaoliang Zeng, Hao Wang, Junxue Zhang, Mengyu Ma, Guyue Liu, Kai Chen
2025 A conf
eNetSTL: Towards an In-kernel Library for High-Performance eBPF-based Network Functions.
EuroSys
Bin Yang, Dian Shen, Junxue Zhang, Hanlin Yang, Lunqi Zhao, Beilun Wang, Guyue Liu, Kai Chen
2025 J jnl
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training.
CoRR
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
2024 J jnl
A Game-theoretic Framework for Privacy-preserving Federated Learning.
ACM Trans. Intell. Syst. Technol.
Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang
2024 J jnl
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning.
ACM Trans. Intell. Syst. Technol.
Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
A Survey for Federated Learning Evaluations: Goals and Measures.
IEEE Trans. Knowl. Data Eng.
Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang
2024 Misc conf
Accelerating Neural Recommendation Training with Embedding Scheduling.
NSDI
Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen
2024 A conf
Accelerating Privacy-Preserving Machine Learning With GeniBatch.
EuroSys
Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen
2024 A* conf
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA.
USENIX Security Symposium
Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen
2024 A conf
Astraea: Towards Fair and Efficient Learning-based Congestion Control.
EuroSys
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
2024 A* conf
Cepheus: Accelerating Datacenter Applications with High-Performance RoCE-Capable Multicast.
HPCA
Wenxue Li, Junyi Zhang, Yufei Liu, Gaoxiong Zeng, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen
2024 J jnl
Decentralized Scheduling for Data-Parallel Tasks in the Cloud.
ACM Trans. Parallel Comput.
Ziyang Li, Dongsheng Li, Yingwen Chen, Kai Chen, Yiming Zhang
2024 J jnl
Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-Agent Reinforcement Learning Framework.
IEEE Trans. Netw. Serv. Manag.
Yingya Guo, Bin Lin, Qi Tang, Yulong Ma, Huan Luo, Han Tian, Kai Chen
2024 J jnl
Efficient DRL-Based Congestion Control With Ultra-Low Overhead.
IEEE/ACM Trans. Netw.
Han Tian, Xudong Liao, Chaoliang Zeng, Decang Sun, Junxue Zhang, Kai Chen
2024 — conf
Efficient Decentralized Federated Singular Vector Decomposition.
USENIX ATC
Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang
2024 J jnl
Evolutionary Computing Empowered Community Detection in Attributed Networks.
IEEE Commun. Mag.
Kun Guo, Zhanhong Chen, Zhiyong Yu, Kai Chen, Wenzhong Guo
2024 J jnl
Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services.
CoRR
Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Kai Chen
2024 A* conf
Fast, Scalable, and Accurate Rate Limiter for RDMA NICs.
SIGCOMM
Zilong Wang, Xinchen Wan, Luyang Li, Yijun Sun, Peng Xie, Xin Wei, Qingsong Ning, Junxue Zhang, Kai Chen
2024 J jnl
FedCoLLM: A Parameter-Efficient Federated Co-tuning Framework for Large and Small Language Models.
CoRR
Tao Fan, Yan Kang, Guoqiang Ma, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models.
CoRR
Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
Federated Meta Embedding Concept Stock Recommendation.
IEEE Trans. Big Data
Zhuoyi Peng, Yi Yang, Liu Yang, Kai Chen
2024 Misc conf
Flow Scheduling with Imprecise Knowledge.
NSDI
Wenxin Li, Xin He, Yuan Liu, Keqiu Li, Kai Chen, Zhao Ge, Zewei Guan, Heng Qi, Song Zhang, Guyue Liu
2024 J jnl
FlowSail: Fine-Grained and Practical Flow Control for Datacenter Networks.
IEEE/ACM Trans. Netw.
Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen
2024 J jnl
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning.
IEEE Trans. Parallel Distributed Syst.
Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen
2024 J jnl
LiteFlow: Toward High-Performance Adaptive Neural Networks for Kernel Datapath.
IEEE/ACM Trans. Netw.
Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen
2024 J jnl
Load Balancing With Multi-Level Signals for Lossless Datacenter Networks.
IEEE/ACM Trans. Netw.
Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen
2024 J jnl
Optimizing Privacy, Utility, and Efficiency in a Constrained Multi-Objective Federated Learning Framework.
ACM Trans. Intell. Syst. Technol.
Yan Kang, Hanlin Gu, Xingxing Tang, Yuanqin He, Yuzhu Zhang, Jinnan He, Yuxing Han, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models.
CoRR
Tao Fan, Yan Kang, Weijing Chen, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
PackVFL: Efficient HE Packing for Vertical Federated Learning.
CoRR
Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang
2024 J jnl
Privacy-Preserving Multi-Label Propagation Based on Federated Learning.
IEEE Trans. Netw. Sci. Eng.
Kun Guo, Dangrun Chen, Qingqing Huang, Fuan Li, Chen Guo, Duanji Wu, Ximeng Liu, Kai Chen
2024 A* conf
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
NeurIPS
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
2024 J jnl
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
CoRR
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
2024 J jnl
SoK: Fully Homomorphic Encryption Accelerators.
ACM Comput. Surv.
Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen
2024 J jnl
Taming the Aggressiveness of Heterogeneous TCP Traffic in Data Center Networks.
IEEE/ACM Trans. Netw.
Tao Zhang, Ran Huang, Jiawei Huang, Shaojun Zou, Chang Ruan, Kai Chen, Jianxin Wang, Geyong Min
2024 Misc conf
Towards Domain-Specific Network Transport for Distributed DNN Training.
NSDI
Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen
2024 J jnl
Towards Fair and Efficient Learning-based Congestion Control.
CoRR
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
2024 A* conf
Triple-D: Denoising Distant Supervision for High-Quality Data Creation.
ICDE
Xinyi Zhu, Yongqi Zhang, Lei Chen, Kai Chen
2024 — conf
Understanding Communication Characteristics of Distributed Training.
APNet
Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Han Tian, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2023 J jnl
A Game-theoretic Framework for Federated Learning.
CoRR
Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang
2023 J jnl
A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning.
CoRR
Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang
2023 J jnl
A One-Pass Clustering Based Sketch Method for Network Monitoring.
IEEE/ACM Trans. Netw.
Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros
2023 J jnl
A Survey for Federated Learning Evaluations: Goals and Measures.
CoRR
Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang
2023 J jnl
A Survey on Vertical Federated Learning: From a Layered Perspective.
CoRR
Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen
2023 — conf
Accurate and Scalable Rate Limiter for RDMA NICs.
APNet
Zilong Wang, Xinchen Wan, Chaoliang Zeng, Kai Chen
2023 J jnl
Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework.
CoRR
Yingya Guo, Qi Tang, Yulong Ma, Han Tian, Kai Chen
2023 A conf
Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing.
EuroSys
Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury
2023 J jnl
Enabling ECN for Datacenter Networks With RTT Variations.
IEEE Trans. Cloud Comput.
Junxue Zhang, Wei Bai, Kai Chen
2023 J jnl
Enabling Edge-Cloud Video Analytics for Robotics Applications.
IEEE Trans. Cloud Comput.
Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
2023 B conf
Enabling Load Balancing for Lossless Datacenters.
ICNP
Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen
2023 J jnl
Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework.
IEEE Trans. Knowl. Data Eng.
Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen
2023 Misc conf
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning.
NSDI
Junxue Zhang, Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen
2023 J jnl
Federated Clique Percolation for Privacy-preserving Overlapping Community Detection.
ACM Trans. Intell. Syst. Technol.
Kun Guo, Wenzhong Guo, Enjie Ye, Yutong Fang, Jiachen Zheng, Ximeng Liu, Kai Chen
2023 J jnl
Federated Learning without Full Labels: A Survey.
CoRR
Yilun Jin, Yang Liu, Kai Chen, Qiang Yang
2023 J jnl
Federated Learning without Full Labels: A Survey.
IEEE Data Eng. Bull.
Yilun Jin, Yang Liu, Kai Chen, Qiang Tang
2023 J jnl
Gleam: An RDMA-accelerated Multicast Protocol for Datacenter Networks.
CoRR
Wenxue Li, Junyi Zhang, Gaoxiong Zeng, Yufei Liu, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen
2023 A* conf
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs.
IJCAI
Kun Guo, Yutong Fang, Qingqing Huang, Yuting Liang, Ziyao Zhang, Wenyu He, Liu Yang, Kai Chen, Ximeng Liu, Wenzhong Guo
2023 J jnl
No Free Lunch Theorem for Security and Utility in Federated Learning.
ACM Trans. Intell. Syst. Technol.
Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang
2023 J jnl
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning.
CoRR
Yan Kang, Hanlin Gu, Xingxing Tang, Yuanqin He, Yuzhu Zhang, Jinnan He, Yuxing Han, Lixin Fan, Kai Chen, Qiang Yang
2023 J jnl
Probably Approximately Correct Federated Learning.
CoRR
Xiaojin Zhang, Anbu Huang, Lixin Fan, Kai Chen, Qiang Yang
2023 B conf
RIPGeo: Robust Street-Level IP Geolocation.
MDM
Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou
2023 Misc conf
SRNIC: A Scalable Architecture for RDMA NICs.
NSDI
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
2023 J jnl
Scalable and Efficient Full-Graph GNN Training for Large Graphs.
Proc. ACM Manag. Data
Xinchen Wan, Kaiqiang Xu, Xudong Liao, Yilun Jin, Kai Chen, Xin Jin
2023 — conf
Scaling Switch-driven Flow Control with Aquarius.
APNet
Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen
2023 A conf
Tabi: An Efficient Multi-Level Inference System for Large Language Models.
EuroSys
Yiding Wang, Kai Chen, Haisheng Tan, Kun Guo
2023 J jnl
Theoretically Principled Federated Learning for Balancing Privacy and Utility.
CoRR
Xiaojin Zhang, Wenjie Li, Kai Chen, Shutao Xia, Qiang Yang
2023 J jnl
Towards Achieving Near-optimal Utility for Privacy-Preserving Federated Learning via Data Generation and Parameter Distortion.
CoRR
Xiaojin Zhang, Kai Chen, Qiang Yang
2023 B conf
Towards Fine-Grained and Practical Flow Control for Datacenter Networks.
ICNP
Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen
2023 J jnl
Trading Off Privacy, Utility, and Efficiency in Federated Learning.
ACM Trans. Intell. Syst. Technol.
Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang
2023 A* conf
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities.
KDD
Yilun Jin, Kai Chen, Qiang Yang
2023 A* conf
TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation.
KDD
Wenxin Tai, Bin Chen, Fan Zhou, Ting Zhong, Goce Trajcevski, Yong Wang, Kai Chen
2023 J jnl
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training.
VLDB J.
Hao Liu, Jindong Han, Yanjie Fu, Yanyan Li, Kai Chen, Hui Xiong
2023 J jnl
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing.
CoRR
Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen
2022 A* conf
Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training.
INFOCOM
Weiyan Wang, Cengguang Zhang, Liu Yang, Kai Chen, Kun Tan
2022 J jnl
Aeolus: A Building Block for Proactive Transport in Datacenter Networks.
IEEE/ACM Trans. Netw.
Shuihai Hu, Gaoxiong Zeng, Wei Bai, Zilong Wang, Baochen Qiao, Kai Chen, Kun Tan, Yi Wang
2022 A* conf
AutoByte: Automatic Configuration for Optimal Communication Scheduling in DNN Training.
INFOCOM
Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen
2022 J jnl
Congestion Control for Cross-Datacenter Networks.
IEEE/ACM Trans. Netw.
Gaoxiong Zeng, Wei Bai, Ge Chen, Kai Chen, Dongsu Han, Yibo Zhu, Lei Cui
2022 A* conf
Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks.
KDD
Zhiyuan Wang, Fan Zhou, Wenxuan Zeng, Goce Trajcevski, Chunjing Xiao, Yong Wang, Kai Chen
2022 A* conf
Cutting Tail Latency in Commodity Datacenters with Cloudburst.
INFOCOM
Gaoxiong Zeng, Li Chen, Bairen Yi, Kai Chen
2022 B conf
DGS: Communication-Efficient Graph Sampling for Distributed GNN Training.
ICNP
Xinchen Wan, Kai Chen, Yiming Zhang
2022 J jnl
Efficient DNN Training with Knowledge-Guided Layer Freezing.
CoRR
Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury
2022 J jnl
Efficient Federated Matrix Factorization Against Inference Attacks.
ACM Trans. Intell. Syst. Technol.
Di Chai, Leye Wang, Kai Chen, Qiang Yang
2022 A* conf
FAERY: An FPGA-accelerated Embedding-based Retrieval System.
OSDI
Chaoliang Zeng, Layong Luo, Qingsong Ning, Yaodong Han, Yuhang Jiang, Ding Tang, Zilong Wang, Kai Chen, Chuanxiong Guo
2022 — conf
Herald: An Embedding Scheduler for Distributed Embedding Model Training.
APNet
Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen
2022 J jnl
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data.
ACM Trans. Intell. Syst. Technol.
Zhenghang Ren, Liu Yang, Kai Chen
2022 A* conf
LiteFlow: towards high-performance adaptive neural networks for kernel datapath.
SIGCOMM
Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen
2022 — conf
Load Balancing in PFC-Enabled Datacenter Networks.
APNet
Jinbin Hu, Chaoliang Zeng, Zilong Wang, Hong Xu, Jiawei Huang, Kai Chen
2022 A conf
Multi-objective congestion control.
EuroSys
Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
2022 J jnl
No Free Lunch Theorem for Security and Utility in Federated Learning.
CoRR
Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang
2022 A* conf
Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data.
KDD
Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang
2022 — conf
Practical and Secure Federated Recommendation with Personalized Mask.
FL@IJCAI
Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang
2022 — conf
Secure Forward Aggregation for Vertical Federated Neural Networks.
FL@IJCAI
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
2022 J jnl
Secure Forward Aggregation for Vertical Federated Neural Networks.
CoRR
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
2022 A* conf
Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting.
KDD
Yilun Jin, Kai Chen, Qiang Yang
2022 J jnl
SoK: Fully Homomorphic Encryption Accelerators.
CoRR
Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen
2022 A* conf
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud.
SP
Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
2022 A conf
Spine: an efficient DRL-based congestion control with ultra-low overhead.
CoNEXT
Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen
2022 Misc conf
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing.
NSDI
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
2022 J jnl
Trading Off Privacy, Utility and Efficiency in Federated Learning.
CoRR
Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang
2021 J jnl
Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning.
CoRR
Cengguang Zhang, Junxue Zhang, Di Chai, Kai Chen
2021 J jnl
Automatic Configuration for Optimal Communication Scheduling in DNN Training.
CoRR
Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen
2021 J jnl
BDS+: An Inter-Datacenter Data Replication System With Dynamic Bandwidth Separation.
IEEE/ACM Trans. Netw.
Yuchao Zhang, Xiaohui Nie, Junchen Jiang, Wendong Wang, Ke Xu, Youjian Zhao, Martin J. Reed, Kai Chen, Haiyang Wang, Guang Yao
2021 J jnl
CityNet: A Multi-city Multi-modal Dataset for Smart City Applications.
CoRR
Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen
2021 A* conf
Enabling Edge-Cloud Video Analytics for Robotics Applications.
INFOCOM
Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
2021 J jnl
Federated Singular Vector Decomposition.
CoRR
Di Chai, Leye Wang, Lianzhi Fu, Junxue Zhang, Kai Chen, Qiang Yang
2021 B conf
FlashPass: Proactive Congestion Control for Shallow-buffered WAN.
ICNP
Gaoxiong Zeng, Jianxin Qiu, Yifei Yuan, Hongqiang Liu, Kai Chen
2021 J jnl
HAFLO: GPU-Based Acceleration for Federated Logistic Regression.
CoRR
Xiaodian Cheng, Wanhang Lu, Xinyang Huang, Shuihai Hu, Kai Chen
2021 J jnl
Hone: Mitigating Stragglers in Distributed Stream Processing With Tuple Scheduling.
IEEE Trans. Parallel Distributed Syst.
Wenxin Li, Duowen Liu, Kai Chen, Keqiu Li, Heng Qi
2021 A* conf
Jellyfish: Locality-Sensitive Subflow Sketching.
INFOCOM
Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros
2021 J jnl
Multi-Objective Congestion Control.
CoRR
Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
2021 J jnl
One More Config is Enough: Saving (DC)TCP for High-Speed Extremely Shallow-Buffered Datacenters.
IEEE/ACM Trans. Netw.
Wei Bai, Shuihai Hu, Kai Chen, Kun Tan, Yongqiang Xiong
2021 J jnl
Optimizing Tail Latency in Commodity Datacenters using Forward Error Correction.
CoRR
Gaoxiong Zeng, Li Chen, Bairen Yi, Kai Chen
2021 J jnl
Practical and Secure Federated Recommendation with Personalized Masks.
CoRR
Liu Yang, Ben Tan, Bo Liu, Vincent W. Zheng, Kai Chen, Qiang Yang
2021 J jnl
Providing Bandwidth Guarantees, Work Conservation and Low Latency Simultaneously in the Cloud.
IEEE Trans. Cloud Comput.
Shuihai Hu, Wei Bai, Kai Chen, Chen Tian, Ying Zhang, Haitao Wu
2021 B conf
RPO: Receiver-driven Transport Protocol Using Opportunistic Transmission in Data Center.
ICNP
Jinbin Hu, Jiawei Huang, Zhaoyi Li, Yijun Li, Wenchao Jiang, Kai Chen, Jianxin Wang, Tian He
2021 J jnl
RepNet: Cutting Latency with Flow Replication in Data Center Networks.
IEEE Trans. Serv. Comput.
Shuhao Liu, Hong Xu, Libin Liu, Wei Bai, Kai Chen, Zhiping Cai
2021 J jnl
Secure Federated Matrix Factorization.
IEEE Intell. Syst.
Di Chai, Leye Wang, Kai Chen, Qiang Yang
2021 J jnl
Secure Machine Learning over Relational Data.
CoRR
Qiyao Luo, Yilei Wang, Zhenghang Ren, Ke Yi, Kai Chen, Xiao Wang
2021 J jnl
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks.
CoRR
Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen
2020 A* conf
Aeolus: A Building Block for Proactive Transport in Datacenters.
SIGCOMM
Shuihai Hu, Wei Bai, Gaoxiong Zeng, Zilong Wang, Baochen Qiao, Kai Chen, Kun Tan, Yi Wang
2020 A* conf
Clustering-preserving Network Flow Sketching.
INFOCOM
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
2020 J jnl
Divide-and-Shuffle Synchronization for Distributed Machine Learning.
CoRR
Weiyan Wang, Cengguang Zhang, Liu Yang, Jiacheng Xia, Kai Chen, Kun Tan
2020 J jnl
Domain-specific Communication Optimization for Distributed DNN Training.
CoRR
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang
2020 A conf
Exploring Clustering of Bandits for Online Recommendation System.
RecSys
Liu Yang, Bo Liu, Leyu Lin, Feng Xia, Kai Chen, Qiang Yang
2020 J jnl
Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework.
CoRR
Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen
2020 J jnl
FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning.
CoRR
Zhaoxiong Yang, Shuihai Hu, Kai Chen
2020 J jnl
FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning.
CoRR
Di Chai, Leye Wang, Kai Chen, Qiang Yang
2020 — ch.
Federated Recommendation Systems.
Federated Learning
Liu Yang, Ben Tan, Vincent W. Zheng, Kai Chen, Qiang Yang
2020 — conf
Managing Multicast Membership for Software Defined Data Center Network.
VTC Fall
Yang Cheng, Dan Li, Jing Zhu, Hongnan Liu, Kai Chen, Jianping Wu
2020 A* conf
One More Config is Enough: Saving (DC)TCP for High-speed Extremely Shallow-buffered Datacenters.
INFOCOM
Wei Bai, Shuihai Hu, Kai Chen, Kun Tan, Yongqiang Xiong
2020 — conf
RAT - Resilient Allreduce Tree for Distributed Machine Learning.
APNet
Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen
2020 J jnl
Rethinking Fast and Friendly Transport in Data Center Networks.
IEEE/ACM Trans. Netw.
Tao Zhang, Jiawei Huang, Kai Chen, Jianxin Wang, Jianer Chen, Yi Pan, Geyong Min
2019 — conf
Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics.
HotCloud
Yiding Wang, Weiyan Wang, Junxue Zhang, Junchen Jiang, Kai Chen
2019 B conf
Congestion Control for Cross-Datacenter Networks.
ICNP
Gaoxiong Zeng, Wei Bai, Ge Chen, Kai Chen, Dongsu Han, Yibo Zhu, Lei Cui
2019 A conf
Enabling ECN for datacenter networks with RTT variations.
CoNEXT
Junxue Zhang, Wei Bai, Kai Chen
2019 J jnl
Locality-Sensitive Sketching for Resilient Network Flow Monitoring.
CoRR
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
2019 J jnl
Quantifying the Performance of Federated Transfer Learning.
CoRR
Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen
2019 — conf
Resilient Disaggregated Network Flow Monitoring.
SIGCOMM Posters and Demos
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
2019 — conf
Rethinking Transport Layer Design for Distributed Machine Learning.
APNet
Jiacheng Xia, Gaoxiong Zeng, Junxue Zhang, Weiyan Wang, Wei Bai, Junchen Jiang, Kai Chen
2019 J jnl
Secure Federated Matrix Factorization.
CoRR
Di Chai, Leye Wang, Kai Chen, Qiang Yang
2019 J jnl
Tagger: Practical PFC Deadlock Prevention in Data Center Networks.
IEEE/ACM Trans. Netw.
Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen
2019 A conf
URSA: Hybrid Block Storage for Cloud-Scale Virtual Disks.
EuroSys
Huiba Li, Yiming Zhang, Dongsheng Li, Zhiming Zhang, Shengyun Liu, Peng Huang, Zheng Qin, Kai Chen, Yongqiang Xiong
2018 A* conf
AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization.
SIGCOMM
Li Chen, Justinas Lingys, Kai Chen, Feng Liu
2018 — conf
Augmenting Proactive Congestion Control with Aeolus.
APNet
Shuihai Hu, Wei Bai, Baochen Qiao, Kai Chen, Kun Tan
2018 A conf
BDS: a centralized near-optimal overlay network for inter-datacenter data replication.
EuroSys
Yuchao Zhang, Junchen Jiang, Ke Xu, Xiaohui Nie, Martin J. Reed, Haiyang Wang, Guang Yao, Miao Zhang, Kai Chen
2018 A* conf
Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding.
INFOCOM
Zhuotao Liu, Kai Chen, Haitao Wu, Shuihai Hu, Yih-Chun Hu, Yi Wang, Gong Zhang
2018 — conf
Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning.
SIGMETRICS (Abstracts)
Mowei Wang, Yong Cui, Shihan Xiao, Xin Wang, Dan Yang, Kai Chen, Jun Zhu
2018 J jnl
Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning.
Proc. ACM Meas. Anal. Comput. Syst.
Mowei Wang, Yong Cui, Shihan Xiao, Xin Wang, Dan Yang, Kai Chen, Jun Zhu
2018 — conf
Pas de deux: Shape the Circuits, and Shape the Apps too!
APNet
Hong Zhang, Kai Chen, Mosharaf Chowdhury
2018 Misc conf
PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication.
NSDI
Li Chen, Jiacheng Xia, Bairen Yi, Kai Chen
2018 J jnl
Programmable Switch as a Parallel Computing Device.
CoRR
Li Chen, Ge Chen, Justinas Lingys, Kai Chen
2017 — conf
Combining ECN and RTT for Datacenter Transport.
APNet
Gaoxiong Zeng, Wei Bai, Ge Chen, Kai Chen, Dongsu Han, Yibo Zhu
2017 — conf
Congestion Control for High-speed Extremely Shallow-buffered Datacenter Networks.
APNet
Wei Bai, Kai Chen, Shuihai Hu, Kun Tan, Yongqiang Xiong
2017 Misc conf
Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch.
NSDI
Li Chen, Kai Chen, Zhonghua Zhu, Minlan Yu, George Porter, Chunming Qiao, Shan Zhong
2017 J jnl
Enabling Work-conserving Bandwidth Guarantees for Multi-tenant Datacenters via Dynamic Tenant- eue Binding.
CoRR
Zhuotao Liu, Kai Chen, Haitao Wu, Shuihai Hu, Yih-Chun Hu, Yi Wang, Gong Zhang
2017 J jnl
Guaranteeing Deadlines for Inter-Data Center Transfers.
IEEE/ACM Trans. Netw.
Hong Zhang, Kai Chen, Wei Bai, Dongsu Han, Chen Tian, Hao Wang, Haibing Guan, Ming Zhang
2017 J jnl
PIAS: Practical Information-Agnostic Flow Scheduling for Commodity Data Centers.
IEEE/ACM Trans. Netw.
Wei Bai, Li Chen, Kai Chen, Dongsu Han, Chen Tian, Hao Wang
2017 — ed.
Proceedings of the First Asia-Pacific Workshop on Networking, APNet 2017, Hong Kong, China, August 3-4, 2017
APNet
Kai Chen, Jitendra Padhye
2017 A* conf
Rate-aware flow scheduling for commodity data center networks.
INFOCOM
Ziyang Li, Wei Bai, Kai Chen, Dongsu Han, Yiming Zhang, Dongsheng Li, Hongfang Yu
2017 A* conf
Resilient Datacenter Load Balancing in the Wild.
SIGCOMM
Hong Zhang, Junxue Zhang, Wei Bai, Kai Chen, Mosharaf Chowdhury
2017 A conf
Tagger: Practical PFC Deadlock Prevention in Data Center Networks.
CoNEXT
Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen
2017 J jnl
Toward A Scalable, Fault-Tolerant, High-Performance Optical Data Center Architecture.
IEEE/ACM Trans. Netw.
Kai Chen, Xitao Wen, Xingyu Ma, Yan Chen, Yong Xia, Chengchen Hu, Qunfeng Dong, Yongqiang Liu
2017 — conf
Towards Zero Copy Dataflows using RDMA.
SIGCOMM Posters and Demos
Bairen Yi, Jiacheng Xia, Li Chen, Kai Chen
2016 A* conf
CODA: Toward Automatically Identifying and Scheduling Coflows in the Dark.
SIGCOMM
Hong Zhang, Li Chen, Bairen Yi, Kai Chen, Mosharaf Chowdhury, Yanhui Geng
2016 Misc conf
Deadlocks in Datacenter Networks: Why Do They Form, and How to Avoid Them.
HotNets
Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen
2016 Misc conf
Enabling ECN in Multi-Service Multi-Queue Data Centers.
NSDI
Wei Bai, Li Chen, Kai Chen, Haitao Wu
2016 A conf
Enabling ECN over Generic Packet Scheduling.
CoNEXT
Wei Bai, Kai Chen, Li Chen, Changhoon Kim, Haitao Wu
2016 J jnl
Explicit Path Control in Commodity Data Centers: Design and Applications.
IEEE/ACM Trans. Netw.
Shuihai Hu, Kai Chen, Haitao Wu, Wei Bai, Chang Lan, Hao Wang, Hongze Zhao, Chuanxiong Guo
2016 A* conf
OPTAS: Decentralized flow monitoring and scheduling for tiny tasks.
INFOCOM
Ziyang Li, Yiming Zhang, Dongsheng Li, Kai Chen, Yuxing Peng
2016 B conf
Online flow size prediction for improved network routing.
ICNP
Pascal Poupart, Zhitang Chen, Priyank Jaini, Fred Fung, Hengky Susanto, Yanhui Geng, Li Chen, Kai Chen, Hao Jin
2016 A* conf
Providing bandwidth guarantees, work conservation and low latency simultaneously in the cloud.
INFOCOM
Shuihai Hu, Wei Bai, Kai Chen, Chen Tian, Ying Zhang, Haitao Wu
2016 A* conf
Scheduling Mix-flows in Commodity Datacenters with Karuna.
SIGCOMM
Li Chen, Kai Chen, Wei Bai, Mohammad Alizadeh
2016 B conf
Stream: Decentralized opportunistic inter-coflow scheduling for datacenter networks.
ICNP
Hengky Susanto, Hao Jin, Kai Chen
2016 J jnl
Towards Comprehensive Traffic Forecasting in Cloud Computing: Design and Application.
IEEE/ACM Trans. Netw.
Yang Peng, Kai Chen, Guohui Wang, Wei Bai, Yangming Zhao, Hao Wang, Yanhui Geng, Zhiqiang Ma, Lin Gu
2015 Misc conf
Explicit Path Control in Commodity Data Centers: Design and Applications.
NSDI
Shuihai Hu, Kai Chen, Haitao Wu, Wei Bai, Chang Lan, Hao Wang, Hongze Zhao, Chuanxiong Guo
2015 A conf
FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing.
ICDCS
Hao Wang, Li Chen, Kai Chen, Ziyang Li, Yiming Zhang, Haibing Guan, Zhengwei Qi, Dongsheng Li, Yanhui Geng
2015 A conf
Guaranteeing deadlines for inter-datacenter transfers.
EuroSys
Hong Zhang, Kai Chen, Wei Bai, Dongsu Han, Chen Tian, Hao Wang, Haibing Guan, Ming Zhang
2015 Misc conf
Information-Agnostic Flow Scheduling for Commodity Data Centers.
NSDI
Wei Bai, Kai Chen, Hao Wang, Li Chen, Dongsu Han, Chen Tian
2015 J jnl
Joint VM placement and topology optimization for traffic scalability in dynamic datacenter networks.
Comput. Networks
Yangming Zhao, Yifan Huang, Kai Chen, Minlan Yu, Sheng Wang, Dongsheng Li
2015 A* conf
Rapier: Integrating routing and scheduling for coflow-aware data center networks.
INFOCOM
Yangming Zhao, Kai Chen, Wei Bai, Minlan Yu, Chen Tian, Yanhui Geng, Yiming Zhang, Dan Li, Sheng Wang
2015 A* conf
WaveCube: A scalable, fault-tolerant, high-performance optical data center architecture.
INFOCOM
Kai Chen, Xitao Wen, Xingyu Ma, Yan Chen, Yong Xia, Chengchen Hu, Qunfeng Dong
2014 — conf
BitBill: Scalable, Robust, Verifiable Peer-to-Peer Billing for Cloud Computing.
HotCloud
Li Chen, Kai Chen
2014 J jnl
Discount Counting for Fast Flow Statistics on Flow Size and Flow Volume.
IEEE/ACM Trans. Netw.
Chengchen Hu, Bin Liu, Hongbo Zhao, Kai Chen, Yan Chen, Yu Cheng, Hao Wu
2014 A* conf
HadoopWatch: A first step towards comprehensive traffic forecasting in cloud computing.
INFOCOM
Yang Peng, Kai Chen, Guohui Wang, Wei Bai, Zhiqiang Ma, Lin Gu
2014 J jnl
OSA: An Optical Switching Architecture for Data Center Networks With Unprecedented Flexibility.
IEEE/ACM Trans. Netw.
Kai Chen, Ankit Singla, Atul Singh, Kishore Ramachandran, Lei Xu, Yueping Zhang, Xitao Wen, Yan Chen
2014 B conf
PAC: Taming TCP Incast Congestion Using Proactive ACK Control.
ICNP
Wei Bai, Kai Chen, Haitao Wu, Wuwei Lan, Yangming Zhao
2014 Misc conf
PIAS: Practical Information-Agnostic Flow Scheduling for Data Center Networks.
HotNets
Wei Bai, Li Chen, Kai Chen, Dongsu Han, Chen Tian, Weicheng Sun
2014 J jnl
RepFlow on node.js: Cutting Tail Latency in Data Center Networks at the Applications Layer.
CoRR
Shuhao Liu, Wei Bai, Hong Xu, Kai Chen, Zhiping Cai
2014 J jnl
VirtualKnotter: Online virtual machine shuffling for congestion resolving in virtualized datacenter.
Comput. Networks
Shihong Zou, Xitao Wen, Kai Chen, Shan Huang, Yan Chen, Yongqiang Liu, Yong Xia, Chengchen Hu
2014 J jnl
Where the Sidewalk Ends: Extending the Internet AS Graph Using Traceroutes from P2P Users.
IEEE Trans. Computers
Kai Chen, David R. Choffnes, Rahul Potharaju, Yan Chen, Fabian E. Bustamante, Dan Pei, Yao Zhao
2013 Misc conf
Towards minimal-delay deadline-driven data center TCP.
HotNets
Lei Chen, Shuihai Hu, Kai Chen, Haitao Wu, Danny H. K. Tsang
2012 J jnl
A Measurement Study on Potential Inter-Domain Routing Diversity.
IEEE Trans. Netw. Serv. Manag.
Chengchen Hu, Kai Chen, Yan Chen, Bin Liu, Athanasios V. Vasilakos
2012 J jnl
DAC: Generic and Automatic Address Configuration for Data Center Networks.
IEEE/ACM Trans. Netw.
Kai Chen, Chuanxiong Guo, Haitao Wu, Jing Yuan, Zhenqian Feng, Yan Chen, Songwu Lu, Wenfei Wu
2012 A conf
Error Tolerant Address Configuration for Data Center Networks with Malfunctioning Devices.
ICDCS
Xingyu Ma, Chengchen Hu, Kai Chen, Che Zhang, Hongtao Zhang, Kai Zheng, Yan Chen, Xianda Sun
2012 — conf
GARDEN: Generic Addressing and Routing for Data Center Networks.
IEEE CLOUD
Yan Hu, Ming Zhu, Yong Xia, Kai Chen, Yanlin Luo
2012 Misc conf
OSA: An Optical Switching Architecture for Data Center Networks with Unprecedented Flexibility.
NSDI
Kai Chen, Ankit Singla, Atul Singh, Kishore Ramachandran, Lei Xu, Yueping Zhang, Xitao Wen, Yan Chen
2012 A conf
VirtualKnotter: Online Virtual Machine Shuffling for Congestion Resolving in Virtualized Datacenter.
ICDCS
Xitao Wen, Kai Chen, Yan Chen, Yongqiang Liu, Yong Xia, Chengchen Hu
2011 J jnl
Automatically configuring the network layer of data centers for cloud computing.
IBM J. Res. Dev.
Chengchen Hu, Mu Yang, Kai Zheng, Kai Chen, Xin Zhang, Bin Liu, Xiaohong Guan
2011 J jnl
Border gateway protocol monitoring system can be cost effective.
IET Commun.
Kai Chen, Chengchen Hu
2011 J jnl
Survey on routing in data centers: insights and future directions.
IEEE Netw.
Kai Chen, Chengchen Hu, Xin Zhang, Kai Zheng, Yan Chen, Athanasios V. Vasilakos
2010 — conf
A Translation Framework for Virtual Execution Environment on CPU/GPU Architecture.
PAAP
Guoxing Dong, Kai Chen, Erzhou Zhu, Yichao Zhang, Zhengwei Qi, Haibing Guan
2010 A conf
DISCO: Memory Efficient and Accurate Flow Statistics for Network Measurement.
ICDCS
Chengchen Hu, Bin Liu, Hongbo Zhao, Kai Chen, Yan Chen, Chunming Wu, Yu Cheng
2010 J jnl
Dynamic queuing sharing mechanism for per-flow quality of service control.
IET Commun.
C. Hu, Y. Tang, Kai Chen, B. Liu
2010 A* conf
Evaluating Potential Routing Diversity for Internet Failure Recovery.
INFOCOM
Chengchen Hu, Kai Chen, Yan Chen, Bin Liu
2010 A* conf
Generic and automatic address configuration for data center networks.
SIGCOMM
Kai Chen, Chuanxiong Guo, Haitao Wu, Jing Yuan, Zhenqian Feng, Yan Chen, Songwu Lu, Wenfei Wu
2009 B conf
On the Eyeshots of BGP Vantage Points.
GLOBECOM
Kai Chen, Chengchen Hu, Wenwen Zhang, Yan Chen, Bin Liu
2009 A conf
Where the sidewalk ends: extending the internet as graph using traceroutes from P2P users.
CoNEXT
Kai Chen, David R. Choffnes, Rahul Potharaju, Yan Chen, Fabian E. Bustamante, Dan Pei, Yao Zhao