近期论文
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Conference Papers
Kaihui Gao, Li Chen, Dan Li, Vincent Liu, Xizheng Wang, Ran Zhang, Lu Lu, "DONS: Fast and Affordable Discrete Event Network Simulation with Automatic Parallelization", ACM SIGCOMM 2023, New York, USA.
Shuai Wang, Kaihui Gao, Kun Qian, Dan Li, Rui Miao, Bo Li, Yu Zhou, Ennan Zhai, Chen Sun, Jiaqi Gao, Dai Zhang, Binzhang Fu, Frank Kelly, Dennis Cai, Hongqiang Harry Liu, Ming Zhang, “Predictable vFabric on Informative Data Plane”, ACM SIGCOMM 2022, Amsterdam, Netherlands.
Chuanxiong Guo, Guohan Lu, Dan Li, HaitaoWu, Xuan Zhang, Yunfeng Shi, Chen Tian, Yongguang Zhang and Songwu Lu, “BCube: A High Performance, Server-centric Network Architecture for Modular Data Centers”, ACM SIGCOMM 2009, Barcelona, Spain.
Tianfeng Liu, Yangrui Chen, Dan Li, Chuan Wu, Yibo Zhu, Jun He, Yanghua Peng, Hongzheng Chen, Hongzhi Chen and Chuanxiong Guo, "BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing", USENIX NSDI 2023, Boston, MA, USA.
Yanshu Wang, Dan Li, Yuanwei Lu, Jianping Wu, Hua Shao, Yutian Wang, “Elixir: A High-performance and Low-cost Approach to Managing Hardware/Software Hybrid Flow Tables Considering Flow Burstiness”, USENIX NSDI 2022, Virtual.
Kaihui Gao, Chen Sun, Shuai Wang, Dan Li, Yu Zhou, Hongqiang Harry Liu, Lingjun Zhu, Ming Zhang, “Buffer-based End-to-end Request Event Monitoring in the Cloud”, USENIX NSDI 2022, Virtual.
Lancheng Qin, Dan Li, Ruifeng Li, Kang Wang, “Accelerating the Detection of Route Origin Hijacking by Distinguishing Legitimate and Illegitimate MOAS”, USENIX Security 2022, Boston, MA, USA.
SongtaoWang, Dan Li, Yang Cheng, Jinkun Geng, Yanshu Wang, Shuai Wang, Shutao Xia and JianpingWu, "BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training", NeurIPS 2018, Montreal, Canada.
Shuai Wang, Dan Li, Jiansong Zhang, Wei Lin, “CEFS: Compute-Efficient Flow Scheduling for Iterative Synchronous Applications”, ACM CoNext 2020, Virtual.
Haitao Wu, Guohan Lu, Dan Li, Chuanxiong Guo and Yongguang Zhang, “MDCube: A High Performance Network Structure for Modular Data Center Interconnection”, ACM CoNext 2009, Rome, Italy.
Honglin Ye, Shuai Wang, Dan Li, "Impact of International Submarine Cable on Internet Routing", IEEE INFOCOM 2023, New York, USA.
Shuai Wang, Dan Li and Jinkun Geng, “Geryon: Accelerating Distributed CNN Training by Network-Level Flow Scheduling”, IEEE INFOCOM 2020, Virtual.
Shuai Wang, Dan Li, Jinkun Geng, Yue Gu and Yang Cheng, “Impact of Network Topology on the Performance of DML: Theoretical Analysis and Practical Factors”, IEEE INFOCOM 2019, Paris, France.
Ruozhou Yu, Guoliang Xue, Xiang Zhang and Dan Li, "Survivable and Bandwidth-Guaranteed Embedding of Virtual Clusters in Cloud Data Centers", IEEE INFOCOM 2017, Atlanta, GA.
Yangming Zhao, Kai Chen, Wei Bai, Minlan Yu, Chen Tian, Yanhui Deng, Yiming Zhang, Dan Li and Sheng Wang, "RAPIER: Integrating Routing and Scheduling for Coflow-aware Data Center Networks", IEEE INFOCOM 2015, Hongkong, China.
Dan Li, Yunfei Shang and Congjie Chen, "Software Defined Green Data Center Network with Exclusive Routing", IEEE INFOCOM 2014, Toronto, Canada.
Li (Erran) Li, Vahid Liaghat, Hongze Zhao, Mohammad Taghi Hajiaghayi, Dan Li, Gordon Wilfong, Y. Richard Yang and Chuanxiong Guo, "PACE: Policy-Aware Application Cloud Embedding", IEEE INFOCOM 2013, Turin, Italy.
Dan Li, Jiangwei Yu, Junbiao Yu and Jianping Wu, "Exploring Efficient and Scalable Multicast Routing in Future Data Center Networks", IEEE INFOCOM 2011, Shanghai, China.
Dan Li, Mingwei Xu, Ming-chen Zhao, Chuanxiong Guo, Yongguang Zhang and Min-you Wu, "RDCM: Reliable Data Center Multicast", IEEE INFOCOM 2011, Shanghai, China.
Deke Guo, Tao Chen, Dan Li, Yunhao Liu, Xue Liu and Guihai Chen, "BCN: Expansible Network Structures for Data Centers Using Hierarchical Compound Graphs", IEEE INFOCOM 2011, Shanghai, China.
Dan Li, Chuanxiong Guo, Haitao Wu, Kun Tan, Yongguang Zhang and Songwu Lu, "FiConn: Using Backup Port for Server Interconnection in Data Centers", IEEE INFOCOM 2009, Rio de Janeiro, Brazil.
Dan Li, Jianping Wu, Yong Cui and Jiangchuan Liu, "QoS-aware Streaming in Overlay Multicast Considering the Selfishness in Construction Action", IEEE INFOCOM 2007, Anchorage, Alaska.
Yirong Yu, Dan Li and Yukai Huang, "SVirt: A Substrate-agnostic SDN Virtualization Architecture for Multi-tenant Cloud", IEEE ICNP 2015, San Francisco, CA.
Wei Wang, Yi Sun, Kai Zheng, Mohamed-Ali Kaafar, Dan Li and Zhongcheng Li, "Freeway: Adaptively Isolating the Elephant and Mice Flows on Different Transmission Paths", IEEE ICNP 2014, Raleigh, NC.
Jing Zhu, Dan Li, Jianping Wu, Hongnan Liu, Ying Zhang and Jincheng Zhang, "Towards Bandwidth Guarantee in Multi-tenancy Cloud Computing Networks", IEEE ICNP 2012, Austin, TX.
Dan Li, Henggang Cui, Yan Hu, Yong Xia and Xin Wang, "Scalable Data Center Multicast using Multi-class Bloom Filter", IEEE ICNP 2011, Vancouver, BC Canada.
Dan Li, Mingwei Xu, Hongze Zhao and Xiaoming Fu, "Building Mega Data Center from Heterogeneous Containers", IEEE ICNP 2011, Vancouver, BC Canada.
Jinkun Geng, Dan Li and Shuai Wang, “ELA: Incorporating Flexible Parallelism and Elastic Tuning to Accelerate Large-Scale DML”, IEEE ICDE 2020, Dallas, Texas.
Jinkun Geng, Dan Li and Shuai Wang, "Rima: An RDMA-Accelerated Model-Parallelized Solution to Large-Scale Matrix Factorization", IEEE ICDE 2019, Macao, China.
Yifan Gong, Bingsheng He and Dan Li, "Finding Constant From Change: Revisiting Network Performance Aware Optimizations on IaaS Clouds", Super Computing 2014.
Viyom Mittal, Shixiong Qi, Ratnadeep Bhattacharya, Xiaosu Lyu, Junfeng Li, Sameer G Kulkarni, Dan Li, Jinho Hwang, K. K. Ramakrishnan, Timothy Wood, “Mu: An Efficient, Fair and Responsive Serverless Framework for Resource-Constrained Edge Clouds”, ACM SoCC 2021, Virtual.
Tianfeng Liu, Dan Li, “EndGraph: An Efficient Distributed Graph Preprocessing System”, IEEE ICDCS 2022, Virtual.
Peizhuang Cong, Yuchao Zhang, Lei Wang, Hao Ni, Wendong Wang, Xiangyang Gong, Tong Yang, Dan Li and Ke Xu, “Break the Blackbox! Desensitize Intra-domain Information for Inter-domain Routing”, ACM/IEEE IWQoS 2022, Virtual.
Kaihui Gao, Dan Li, Li Chen, Jinkun Geng, Fei Gui, Yang Cheng, Yue Gu, “Incorporating Intra-flow Dependencies and Inter-flow Correlations for Traffic Matrix Prediction”, ACM/IEEE IWQoS 2020, Virtual.
Dan Li, Syed Shah-e- Mardan Ali Rizvi, Wu He and Fangxin Wang, “DVMP: Incremental Traffic-aware VM Placement on Heterogeneous Servers in Data Centers”, ACM/IEEE IWQoS 2016, Beijing, China.
Yang Cheng, Dan Li, Zhiyuan Guo, Binyao Jiang, Jiaxin Lin, Xi Fan, Jinkun Geng, Xinyi Yu, Wei Bai, Lei Qu, Ran Shu, Peng Cheng, Yongqiang Xiong, Jianping Wu, “DLBooster: Boosting End-to-End Deep Learning Workflows with Offloading Data Preprocessing Pipelines”, ICPP 2019, Kyoto, Japan.
Ming Zhu, Dan Li, Ying Liu, Dan Pei, K.K. Ramakrishnan and Jianping Wu, “MIFO: Multi-Path Interdomain Forwarding”, ICPP 2015, Beijing, China.
Lili Liu, Dan Li and Jianping Wu, "TAPS: Software Defined Task-level Deadline-aware Flow scheduling in Data Centers", ICPP 2015, Beijing, China.
Journal Papers
Kaihui Gao, Shuai Wang, Kun Qian, Dan Li, Rui Miao, Bo Li, Yu Zhou, Ennan Zhai, Chen Sun, Jiaqi Gao, Dai Zhang, Binzhang Fu, Frank Kelly, Dennis Cai, Hongqiang Harry Liu, Yan Li, Hongwei Yang, Tao Sun, “Dependable Virtualized Fabric on Programmable Data Plane”, IEEE/ACM Transactions on Networking, 2023.
Kaihui Gao, Chen Sun, Shuai Wang, Dan Li, Yu Zhou, Hongqiang Harry Liu, Lingjun Zhu, Ming Zhang, Xiang Deng, Cheng Zhou, Lu Lu, “Buffer-based High-coverage and Low-overhead Request Event Monitoring in the Cloud”, IEEE/ACM Transactions on Networking, 2023.
Shuai Wang, Jinkun Geng, Dan Li, “Impact of Synchronization Topology on DML Performance: Both Logical Topology and Physical Topology”, IEEE/ACM Transactions on Networking, 30(2):572-585, 2022.
Songtao Wang, Dan Li, Yang Cheng, Jinkun Geng, Yanshu Wang, Shuai Wang, Shutao Xia and Jianping Wu, "A Scalable, High-performance and Fault-tolerant Network Architecture for Distributed Machine Learning", IEEE/ACM Transactions on Networking, 28(4):1752-1764, 2020.
Xuya Jia, Dan Li, Jing Zhu and Yong Jiang, "Metro: An Efficient Traffic Fast Rerouting Scheme With Low Overhead", IEEE/ACM Transactions on Networking, 27(5):2015-2027, 2019.
Guo Chen, Youjian Zhao, Hailiang Xu, Dan Pei and Dan Li, "F2Tree: Rapid Failure Recovery for Routing in Production Data Center Networks", IEEE/ACM Transactions on Networking, 25(4):1940-1953, 2017.
Ming Zhu, Dan Li, Fangxin Wang, Anke Li, K.K. Ramakrishnan, Ying Liu, Jianping Wu, Nan Zhu and Xue Liu, "CCDN: Content-Centric Data Center Networks", IEEE/ACM Transactions on Networking, 24(6):3537-3550, 2016.
Dan Li, Jing Zhu, Jianping Wu, Junjie Guan and Ying Zhang, "Guaranteeing Heterogeneous Bandwidth Demand in Multi-tenant Data Center Networks", IEEE/ACM Transactions on Networking, 23(5):1648-1660, 2015.
Dan Li, Hongze Zhao, Mingwei Xu and Xiaoming Fu, “Revisiting the Design of Mega Data Centers: Considering Heterogeneity among Containers”, IEEE/ACM Transactions on Networking, 22(5):1503-1515, 2014.
Dan Li, Yuanjie Li, Jianping Wu, Sen Su and Jiangwei Yu, "ESM: Efficient and Scalable Data Center Multicast Routing", IEEE/ACM Transactions on Networking, 20(3):944-955, 2012.
Dan Li, Jianping Wu, Jiangchuan Liu, Yong Cui and Ke Xu, “Defending against Distance Cheating in Link-weighted Application Layer Multicast”, IEEE/ACM Transactions on Networking, 19(5):1448-1457, 2011.
Dan Li, Chuanxiong Guo, Haitao Wu, Kun Tan, Yongguang Zhang, Songwu Lu and Jianping Wu, "Scalable and Cost-effective Interconnection of Data-center Servers using Dual Server Ports", IEEE/ACM Transactions on Networking, 19(1):102-114, 2011.
Yifan Gong, Bingsheng He and Dan Li, "Network Performance Aware Optimizations on IaaS Cloud", IEEE Transactions on Computers, 66(4):672-687,2017.
Yunfei Shang, Dan Li, Jing Zhu and Mingwei Xu, "On the Network Power Effectiveness of Data Center Architectures", IEEE Transactions on Computers, 64(11):3237-3248, 2015.
Dan Li, Yunfei Shang and Congjie Chen, "EXR: Greening Data Center Network with Software Defined Exclusive Routing", IEEE Transactions on Computers, 64(9):2534-2544, 2015.
Dan Li, Mingwei Xu, Ying Liu, Xia Xie, Yong Cui, Jingyi Wang and Guihai Chen, "Reliable Multicast in Data Center Networks", IEEE Transactions on Computers, 63(8):2011-2024, 2014.
Deke Guo, Tao Chen, Dan Li, Mo Li, Yunhao Liu and Guihai Chen, "Expandable and Cost-Effective Network Structures for Data Centers Using Dual-Port Servers", IEEE Transactions on Computers, 62(7):1303-1317, 2013.
Yang Cheng, Dan Li, Zhiyuan Guo, Binyao Jiang, Jinkun Geng, Wei Bai, Jianping Wu and Yongqiang Xiong, “Accelerating End-to-End Deep Learning Workflow With Codesign of Data Preprocessing and Scheduling”, IEEE Transactions on Parallel and Distributed Systems, 32(7):1802-1814, 2021.
Dan Li, Congjie Chen, Junjie Guan, Ying Zhang, Jingzhu and Ruozhou Yu, "DCloud: Deadline-aware Resource Allocation for Cloud Computing Jobs", IEEE Transactions on Parallel and Distributed Systems, 27(8):2248-2260, 2016.
Dan Li, Yirong Yu, Wu He, Kai Zheng and Bingsheng He, "Willow: Saving Data Center Network Energy for Network-limited Flows", IEEE Transactions on Parallel and Distributed Systems, 26(9):2610 - 2620, 2015.
Dan Li, Jiong Chen, Chuanxiong Guo, Yunxin Liu, Jinyu Zhang, Zhi-li Zhang and Yongguang Zhang, "IP-Geolocation Mapping for Moderately-Connected Internet Regions", IEEE Transactions on Parallel and Distributed Systems, 24(2):381-391, 2013.
Yong Cui, Hongyi Wang, Xiuzhen Cheng, Dan Li and Antti Yla-Jaaski, “Dynamic Scheduling for Wireless Data Center Networks”, IEEE Transactions on Parallel and Distributed Systems, 24(12):2365 - 2374, 2013.
Changlin Jiang, Dan Li and Mingwei Xu, "LTTP: An LT-code Based Transport Protocol for Many-to-One Communication in Data Centers", IEEE Journal on Selected Areas in Communications, 32(1):52-64, 2014.
Lin Wang, Fa Zhang, Jordi Arjona Aroca, Athanasios V. Vasilakos, Kai Zheng, Chenying Hou, Dan Li and Zhiyong Liu, "GreenDCN: A General Framework for Achieving Energy Efficiency in Data Center Networks", IEEE Journal on Selected Areas in Communications, 32(1):4-15, 2014.
Dan Li, Jianping Wu and Yong Cui, "Defending against Buffer Map Cheating in DONet-like P2P Streaming", IEEE Transactions on Multimedia, 11(3):535-542, 2009.
Congjie Chen, Dan Li, Jun Li and Konglin Zhu, "SVDC: A Highly Scalable Isolation Architecture for Virtualized Layer-2 Data Center Networks", IEEE Transactions on Cloud Computing, 6(4):1178-1190, 2018.
Xiaoqiang Ma, Xiaoyi Fan, Jiangchuan Liu and Dan Li , "Dependency-Aware Data Locality for MapReduce", IEEE Transactions on Cloud Computing, 6(3):667-679, 2018.
Junfeng Li, Dan Li, Huiyou Jiang, Du Lin, Jinkun Geng, Yukai Huang, K.K. Ramakrishnan, Kai Zheng, "Light: A Compatible, High-Performance and Scalable User-level Network Stack", Elsevier Computer Networks, 2023.
Junfeng Li, Dan Li, Wenfei Wu, K. K. Ramakrishnan, Jinkun Geng, Fanzhao Wang, Kai Zheng, “Sphinx: A Transport Protocol for High-Speed and Lossy Mobile Networks”, Elsevier Computer Networks, 195:108193, 2021.
Junfeng Li, Dan Li, Yirong Yu and Yukai Huang, Jing Zhu and Jinkun Geng, "Towards full virtualization of SDN infrastructure", Elsevier Computer Networks, 143:1-14, 2018.
Mingwei Xu, Yunfei Shang, Dan Li and Xin Wang, “Greening Data Center Networks with Throughput-guaranteed Power-aware Routing”, Elsevier Computer Networks, 57(15):2880-2899, 2013.
Dan Li, Jianping Wu, Yong Cui, Jiangchuan Liu and Ke Xu, "Impact of User Selfishness in Construction Action on the Streaming Quality of Overlay Multicast", Elsevier Computer Networks, 55(15):3318-3331, 2011.
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