Xiaohui Nie (聂晓辉)

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I am now a Ph.D. student of Computer Science & Technology, Tsinghua University, advised by Dan Pei and Youjian Zhao.

Email: [email protected]

Address: East Main Building 9-323, Tsinghua University, Beijing, China, 100084

Research Interests

  • AIOps
    • Service monitoring and management
    • Root cause analysis of Internet-based service
    • Log analysis
  • Highly Performance Data Delivery
    • Intelligent TCP
  • Machine Learning
    • Reinforcement Learning

Short Biography

TBA.

Publications

  • Dynamic TCP Initial Windows and Congestion Control Schemes through Reinforcement Learning
    Xiaohui Nie, Youjian Zhao, Zhihan li, Guo Chen, Kaixin Sui, Jiyang Zhang, Zijie Ye, Dan Pei
    JSAC 2019   Artificial Intelligence and Machine Learning for Networking and Communications
    Paper (A journal paper, no slides)
  • 基于聚类的多维数据热点发现算法
    邹磊，朱晶，聂晓辉，苏亚 ，裴丹，孙宇
    此文已被小型微型计算机系统录用，待排期发表
    Paper  (A journal paper, no slides)
  • Reducing Web Latency through Dynamically Setting TCP Initial Window with Reinforcement Learning
    Xiaohui Nie, Youjian Zhao, Dan Pei, Guo Chen, Kaixin Sui, Jiyang Zhang
    IWQoS 2018, Banff, Alberta, Canada, June 4-6, 2018.
    PaperSlides
  • HotSpot: Anomaly Localization for Additive KPIs with Multi-Dimensional Attributes
    Yongqian Sun, Youjian Zhao, Ya Su, Xiaohui Nie, Yuan Meng, Shenglin Zhang, Shiwen Cheng, Dan Pei, Dapeng Liu, Xianping Qu, Xuanyou Guo
    IEEE Access 2018
    Paper  (A journal paper, no slides)
  • BDS: A Near-Optimal Overlay Network for Inter-Datacenter Data Replication
    Yuchao Zhang, Junchen Jiang, Ke Xu, Xiaohui Nie, Martin J. Reed, Haiyang Wang, Guang Yao, Miao Zhang, Kai Chen.
    EuroSys 2018, Porto, Portugal.
    Paper
  • TCP WISE: One Initial Congestion Window Is Not Enough
    Xiaohui Nie, Youjian Zhao, Guo Chen, Kaixin Sui, Yazheng Chen, Dan Pei, Miao Zhang, Jiyang Zhang
    IPCCC 2017, San Diego, California, USA, Dec 2017.
    PaperSlides
  • Mining Causality Graph For Automatic Web-based Service Diagnosis
    Xiaohui Nie, Youjian Zhao, Kaixin Sui, Dan Pei, Yu Chen, Xianping Qu
    IPCCC 2016, Las Vegas, Nevada, USA, Dec 2016.
    PaperSlides
  • A Cross-DR scale Large Data Transmission Scheduling System.
    Yuchao Zhang, Ke Xu, Guang Yao, Miao Zhang, Xiaohui Nie.
    Proceedings of the 2016 conference on ACM SIGCOMM.
    Poster
 
 
 
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