副研究员/高级工程师
  • 刘珂

  • 电子邮件: liuke@ict.ac.cn

简历:

刘珂,中国科学院计算技术研究所副研究员,硕士生导师,2013年博士毕业于香港中文大学信息工程学系,2008年工程学士毕业于香港中文大学信息工程学系。2017年赴美国普渡大学做访问博士后2年。2013年加入中国科学院计算技术研究所。长期从事移动网络拥塞控制、数据中心网络协议及系统、资源解耦和系统(Resource Disaggregation),多媒体传输系统等研究,主持国家自然科学基金青年项目和面上项目、华为项目,北京面上项目,国家重点研发计划课题等。成果发表在HPCA, DATE, TMC, TPDS, TSC, ICME, IWQoS, SECON, Cluster等CCF-A 和B类会议和期刊上。现专注资源解耦合系统,分级内存,数据中心网络协议,以及机器学习驱动的传输系统的研究。

研究方向:

数据中心网络,资源解耦和系统(Resource Disaggregation),RDMA网络,拥塞控制和调度,移动数据网络,多媒体视频传输系统

代表论著:

1.Ke Liu et al. A Data-Driven Framework for TCP to Achieve Flexible QoS Control in Mobile Data Networks, IEEE IWQoS, 2023 (CCF B)

2.Ke Liu et al. HoPP: Hardware-Software Co-Designed Page Prefetching for Disaggregated Memory, IEEE International Symposium on High Performance Computer Architecture (HPCA), 2023 (CCF A).

3.Ke Liu et al. MARB: BRIDGE THE SEMANTIC GAP BETWEEN OPERATING SYSTEM AND APPLICATION MEMORY ACCESS BEHAVIOR, 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023 (CCF B).

4.Ke Liu; Lee, Jack Y. B. ; On Improving TCP Performance over Mobile Data Networks, IEEE Transactions on Mobile Computing, 2016, 15(10): 2522-2536 (CCF A).

5.Liu, Ke; Zha, Zhongbin; Wan, Wenkai; Aggarwal, Vaneet; Fu, Binzhang; Chen, Mingyu ; Optimizing TCP Loss Recovery Performance Over Mobile Data Networks, IEEE Transactions on Mobile Computing, 2020, 19(6): 1401-1419. (CCF A).

6.Guanghui, Zhang; Ke, Liu*; Haibo, Hu; Vaneet, Aggarwal; Jack, Lee ; Post-Streaming Wastage Analysis, A Data Wastage Aware Framework in Mobile Video Streaming, IEEE Transactions on Mobile Computing, 2021 (CCF A).

7.Zhang, Guanghui; Lee, Jack Y. B.; Liu, Ke*; Hu, Haibo; Aggarwal, Vaneet; A Unified Framework for Flexible Playback Latency Control in Live Video Streaming, IEEE Transactions on Parallel and Distributed Systems, 2021, 32(12): 3024-3037 (CCF A).

8.Ke Liu; Vaneet Aggarwal; Ziyu Shao; Mingyu Chen, Joint Upload-Download TCP Acceleration Over Mobile Data Networks, 2017 IEEE International Conference on Sensing, Communication and Networking (SECON), San Diego (CCF B).