李 清 博士

鹏城实验室副研究员

邮箱:liq@pcl.ac.cn/andyliqing@gmail.com

研究领域:

下一代互联网体系结构、协议与算法

基于可编程数据面的网内智能计算

基于网内缓存的新型高效传输机制

端网协同的智能网络传输控制机制

端边云协同的视频传输与视频分析

面向IoT场景的智能安全防御机制

教育背景:

2008.09-2013.07,博士,清华大学 计算机科学与技术

2010.02-2010.08RA,香港理工大学

 2004.09-2008.07,学士,大连理工大学 计算机科学与技术

工作经历:

2021.08-至今 鹏城实验室 副研究员

2020.05-2022.05 清华大学深圳国际研究生院 校外指导老师()

2018.07-2021.07 南方科技大学 研究副教授/鹏城实验室 副研究员(双聘)

2018.11-2020.11 清华大学深圳研究生院 副研究员(兼)

2017.07-2018.07 华为2012研究院(香港) 高级研究员

2013.07-2017.07 清华大学深圳研究生院 师资博士后/助理研究员

荣誉与获奖:

IEEE IWQoS 2018, Best Paper Award

IEEE LAN 2016, Best Paper Candidate

全球智能网络传输竞赛 2019,最佳指导教师

深圳市南山区十大优秀青工,2019

清华大学计算机系优秀博士毕业生,2013 

代表著作(*通讯作者):

部分会议论文

1. Yutao Dong, Qing Li*, Richard Sinnott, Yong Jiang, and Shutao Xia. “ISP self-operated BGP anomaly detection based on weakly supervised learning.” In IEEE ICNP 2021. (CCF B)

2. Jianer Zhou, Xinyi Qiu, Zhenyu Li, Gareth Tyson, Qing Li, JIngpu Duan, and Yi Wang. “Antelope: A Framework for Dynamic Selection of Congestion Control Algorithms.” In IEEE ICNP 2021. (CCF B)

3. Wanxin Shi, Qing Li*, Ruishan Zhang, Gengbiao Shen, Yong Jiang, Zhenhui Yuan, and Gabriel-Miro Muntean. “QoE Ready to Respond: A QoE-aware MEC Selection Scheme for DASH-based Adaptive Video Streaming to Mobile Users.” In ACM Multimedia 2021. (CCF A)

4. Ying Chen, Qing Li*, Aoyang Zhang, Longhao Zou, Yong Jiang, Zhimin Xu, Junlin Li, and Zhenhui Yuan. “Higher Quality Live Streaming under Lower Uplink Bandwidth: An Approach of Super-Resolution Based Video Coding.” In ACM NOSSDAV 2021. (CCF B)

5. Hanyu Zhao, Qing Li*, Jingpu Duan, Yong Jiang, and Kai Liu. “FlexNF: Flexible Network Function Orchestration on the Programmable Data Plane.” In IEEE/ACM IWQoS 2021. (CCF B)

6. Zongyi Zhao, Xingang Shi, Arpit Gupta, Qing Li, Zhiliang Wang, Bin Xiong, and Xia Yin. “Continuous Flow Measurement with SuperFlow.” In IEEE/ACM IWQoS 2021. (CCF B)

7. Guorui Xie, Qing Li*, Yong Jiang, Tao Dai, Gengbiao Shen, Rui Li, Richard Sinnott, and Shutao Xia. “SAM: Self-Attention based Deep Learning Method for Online Traffic Classification.” Sigcomm workshop of NetAI 2020.[CCF A workshop]

8. Qing Li, Nanyang Huang, Yong Jiang, Richard Sinnott, and Mingwei Xu. “Scale the Data Plane of Software-Defined Networks: a Lazy Rule Placement Approach.” IEEE ICDCS 2020.[CCF B]

9. Gengbiao Shen, Qing Li*, Yong Jiang, Richard Sinnott, Dong Lin, Zehua Guo, and Yi Wang. "Chunk-Level Request-Grant-Transfer Mode for QoE-Sensitive Video Delivery in CDN", in IEEE/ACM IWQoS, Phoenix, USA, 2019. [CCF B]

10. Wanxin Shi, Qing Li*, Chao Wang, Gengbiao Shen, Weichao Li, Yu Wu, and Yong Jiang. "LEAP: Learning-Based Smart Edge with Caching and Prefetching for Adaptive Video Streaming", in IEEE/ACM IWQoS, Phoenix, USA, 2019. [CCF B]

11. Xiaoteng Ma, Qing Li*, Jimeng Chai, Xi Xiao, Shu-tao Xia, and Yong Jiang. "Steward: Smart Edge based Joint QoE Optimization for Adaptive Video Streaming" in ACM NOSSDAV, Amherst, MA, USA, 2019.[CCF B]

12. Zongyi Zhao, Xingang Shi, Xia Yin, Zhiliang Wang, and Qing Li. “HashFlow For Better Flow Record Collection,” in IEEE ICDCS, 2019. [CCF B]

13. Gengbiao Shen, Qing Li*, Shuo Ai, Yong Jiang, Mingwei Xu, and Xuya Jia. "How Powerful Switches Should be Deployed: A Precise Estimation Based on Queuing Theory." In IEEE INFOCOM, Paris, France, 2019. [CCF A]

14. Nanyang Huang, Qing Li*, Dong Lin, Xiaowen Li, Gengbiao Shen, and Yong Jiang. “Software-Defined Label Switching: Scalable Per-flow Control in SDN,” in IEEE/ACM International Symposium on Quality and Service (IWQoS), Banff, Canada, 2018. (CCF B, Best Paper Award)

15. Qing Li, Bin Gan, Guangwu Hu, Yong Jiang, Qingmin Liao, and Mingwei Xu. “MSRT: Multi-Source Request and Transmission in Content-Centric Networks,” in IEEE/ACM International Symposium on Quality and Service (IWQoS), Beijing, China, 2016. (CCF B)

16. Qing Li, Lei Wang, Yong Jiang, Guangwu Hu, Mingwei Xu, and Qingmin Liao. “FICUS: Fast Incremental Consistent Update in SDN Based on Relation Graph,” in IEEE/ACM International Symposium on Quality and Service (IWQoS), Beijing, China, 2016. (CCF B)

17. Meng Chen, Mingwei Xu, Yuan Yang, and Qing Li. “A Measurement Study on the Distribution Disparity of BGP Instabilities,” in IEEE LCN, Dubai, Canada, 2016. Best paper candidate. [CCF C]

18. Qing Li, Mingwei Xu, and Meng Chen. “NSFIB Construction & Aggregation with next Hop of Strict Partial Order,” in IEEE INFOCOM, Turin, Italy, 2013. (CCF A)

19. Qing Li, Dan Wang, Mingwei Xu, and Jiahai Yang. “On the Scalability of Router Forwarding Tables: Nexthop-Selectable FIB Aggregation,” in IEEE INFOCOM, Shanghai, China, 2011. (CCF A)

部分期刊论文

20. Zongyi Zhao, Xingang Shi, Zhiliang Wang, Qing Li, Han Zhang, and Xia Yin. “Effcient and Accurate Flow Record Collection with HashFlow.” IEEE Transactions on Parallel and Distributed Systems 33, no. 5 (May 1 2022): 1069-1083.

21. Guorui Xie, Qing Li*, and Yong Jiang. Self-Attentive Deep Learning Method for Online Traffic Classification and ItsInterpretability. Accepted by Computer Networks 2021. [JCR Q1, IF 4.474]

22. Aoyang Zhang, Qing Li*, Ying Chen, Xiaoteng Ma, Longhao Zou, Yong Jiang, Zhimin Xu, and Gabriel-Miro Muntean. Edge-Assisted Adaptive Video Streaming with Video Super-Resolution and Caching, accepted by IEEE Transactions on Broadcasting 2021. [JCR Q1, IF 3.419]

23. Huiling Jiang, Qing Li*, Yong Jiang, Gengbiao Shen, Richard Sinnott, Chen Tian, and Mingwei Xu. “When Machine Learning Meets Congestion Control: A Survey and Comparison.” Elsevier Computer Networks 192 (19 June 2021): 108033. [JCR Q1, IF 4.474]

24. Wanxin Shi, Chao Wang, Yong Jiang, Qing Li*, Gengbiao Shen, and Gabriel-Miro Muntean. “CoLEAP: Cooperative Learning-Based Edge Scheme with Caching and Prefetching for DASH Video Delivery.” IEEE Transactions on Multimedia 23 (12 October, 2020): 3631-3645. [JCR Q1, IF 6.051]

25. Hu, Guangwu, Qing Li*, Shuo Ai, Tan Chen, Jingpu Duan, and Yu Wu. “A Proactive Auto-Scaling Scheme with Latency Guarantees for Multi-Tenant NFV Cloud.” Computer Networks 181 (November 9, 2020): 107552. [JCR Q1, IF 4.474]

26. Shen, Gengbiao, Qing Li*, Yong Jiang, Yu Wu, and Jianhui Lv. “A Four-Stage Adaptive Scheduling Scheme for Service Function Chain in NFV.” Computer Networks 175 (July 5, 2020): 107259. [JCR Q1, IF 4.474]

27. Qing Li, Nanyang Huang, Dingmin Wang, Xiaowen Li, Yong Jiang, and Zhendong Song. “HQTimer: A Hybrid Q-Learning-Based Timeout Mechanism in Software-Defined Networks.” IEEE Transactions on Network and Service Management 16, no. 1 (March 2019): 153–66. [JCR Q1, IP 3.878]

28. Qing Li*, Yang Liu, Zhijie Zhu, Hengtong Li, and Yong Jiang. “BOND: Flexible Failure Recovery in Software Defined Networks.” Computer Networks 149 (February 11, 2019): 1–12. [JCR Q1, IF 3.111]

29. Lei Wang, Qing Li*, Yong Jiang, Xuya Jia, and Jianping Wu, Woodpecker: Detecting and Mitigating Link-Flooding Attacks via SDN.” Computer Networks 147 (December 24, 2018): 1–13. [JCR Q1, IF 3.111]

30. Lei Wang, Qing Li*, Richard Sinnott, Yong Jiang, and Jianping Wu, “An Intelligent Rule Management Scheme for Software Defined Networking.” Computer Networks 144 (October 24, 2018): 77–88. [JCR Q1,  IF 3.111]

31. Qing Li, Xin He, Mingwei Xu, Yong Jiang and Lei Wang, “Unified Middlebox Model Design and Deployment with Dynamic Resources,” IEEE Transactions on Network and Service Management 15 (3), 1035-1048, 2018. [JCR Q1, IP 3.878]

32. Qing Li, Lei Wang, Yong Jiang, Mingwei Xu, and Jianping Wu. “A Fast and Incremental Update Scheme for SDN Based on a Relation Graph.” Computer Networks, Softwarization and Caching in NGN, 125 (October 9, 2017): 41–52. [JCR Q1, IF 3.111]

33. Qing Li, Mingwei Xu, Qi Li, Dan Wang, Yong Jiang, Shu-Tao Xia. “Scale the Internet Routing Table by Generalized next Hops of Strict Partial Order.” Information Sciences 412 (Oct. 1, 2017): 101–15.  [JCR Q1, IF 3.689]

34. Qing Li, Yong Jiang, Pengfei Duan, Mingwei Xu, and Xi Xiao. “Quokka: Latency-Aware Middlebox Scheduling with Dynamic Resource Allocation.” Journal of Network and Computer Applications 78 (January 15, 2017): 253–66. [JCR Q1, IF 2.331]

35. Qing Li, Kun Zhao, Yong Jiang, Mingwei Xu, and Shu-Tao Xia. “SARD: A Smart Approach of Rule Division for Fast Flow-Level Consistent Update in SDN.”  Elsevier Computer Networks, Software Defined Networks and Virtualization, 92, Part 2 (December 9, 2015): 287–99. [JCR Q1, IF 3.111]

 

招聘公告:

下一代互联网工作室李清课题组诚聘博士后1名、访问学生若干主要从事下一代互联网体系结构、智能视频传输与分析、模型轻量化等方面的研究有意者请发简历至邮箱liq@pcl.ac.cn