Mengying Zhou (周孟莹)
Mengying Zhou (周孟莹)

Ph.D. Candidate at Fudan University

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About Me

I am a Ph.D. candidate in the Big Data and Networking (DataNET) Group (opens new window) of the SONIC Laboratory, School of Computer Science at Fudan University, advised by Prof. Xin Wang (opens new window) and Prof. Yang Chen (opens new window). In 2023, I visited CPI group at TU Delft supervised by Prof. Aaron Ding (opens new window).

My research interests include Internet architectures and protocols, web performance optimization and energy-efficient communication systems. I graduated from Lanzhou University in 2019 with a B.S. (with honor) in Computer Science.

News

  • [10/2024] One paper titled "Enhancing the Networking Performance of IPv6 IoT Devices Using Machine Learning and IVI" got accepted in ACM SenSys 2024 Posters & Demos.
  • [05/2024] One paper titled "Polygon: "A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands" got accepted in IEEE/ACM Transactions on Networking (ToN).
  • [04/2024] One paper titled "Dissecting the Applicability of HTTP/3 in Content Delivery Networks" got accepted in IEEE International Conference on Distributed Computing Systems (ICDCS'24).
  • [04/2023] One paper titled "SocialCache: A Pervasive Social-Aware Caching Strategy for Self-Operated Content Delivery Networks of Online Social Networks" got accepted in IEEE International Conference on Communications (ICC'23).
  • [09/2022] One paper titled "Artemis: A Latency-Oriented Naming and Routing System" got accepted in IEEE Transactions on Parallel and Distributed Systems (TPDS).
  • [08/2022] Our "Locating CDN Edge Servers with HTTP Responses" won the first place in the SIGCOMM 2022 Student Research Competition (opens new window)!

Education

Experience

Research Interests

  • Internet Architectures and Protocols
  • Web Performance Optimization
  • Energy-Efficient Communication Systems
  • Machine Learning for Networking Systems (NetAI)

Publications

  • [Sensys'24] Mengying Zhou, Zhiyang Sun, Xin Wang, Yang Chen. "Demo: Enhancing the Networking Performance of IPv6 IoT Devices Using Machine Learning and IVI." The 22nd ACM Conference on Embedded Networked Sensor Systems (SenSys'24) Posters and Demos.

    [PDF]

  • [ToN'24] Mengying Zhou, Tiancheng Guo, Yang Chen, Yupeng Li, Meng Niu, Xin Wang, Pan Hui. "Polygon: A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands." IEEE/ACM Transactions on Networking (ToN), 2024.

    [PDF] [Code (opens new window)]

  • [ICDCS'24] Mengying Zhou, Yang Chen, Shihan Lin, Xin Wang, Bingyang Liu, and Aaron Ding. "Dissecting the Applicability of HTTP/3 in Content Delivery Networks." Proc. of 44th IEEE International Conference on Distributed Computing Systems (ICDCS’24), 2024.

    [PDF] [Slides]

  • [ICC'23] Tiancheng Guo, Yuke Ma, Mengying Zhou, Xin Wang, Jun Wu, Yang Chen. "SocialCache: A Pervasive Social-Aware Caching Strategy for Self-Operated Content Delivery Networks of Online Social Networks." Proc. of 2023 IEEE International Conference on Communications (ICC’23), 2023.

    [PDF] [Slides] [ProjectPage]

  • [SIGCOMM'22 Demo] Run Huang, Mengying Zhou, Tiancheng Guo, and Yang Chen. "Locating CDN Edge Servers with HTTP Responses." Proc. of the SIGCOMM '22 Posters and Demos. 🏆 The #1 place in the SRC undergraduate category of SIGCOMM 2022 (opens new window)

    [PDF] [Video (opens new window)] [Demo (opens new window)] [Code (opens new window)]

  • [EuroMLSys'22] Mengying Zhou, Zheng Li, Shihan Lin, Xin Wang, and Yang Chen. "FlexHTTP: An Intelligent and Scalable HTTP Version Selection System." Proc. of the 2nd workshop on Machine Learning and Systems (EuroMLSys), co-located with EuroSys'22.

    [PDF] [Slides] [Code (opens new window)]

  • [TPDS'22] Xuebing Li, Yang Chen, Mengying Zhou, Tiancheng Guo, Chenhao Wang, Yu Xiao, Junjie Wan, and Xin Wang. "Artemis: A Latency-Oriented Naming and Routing System." IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022, 33(12):4874-4890.

    [PDF] [Code (opens new window)]

  • [Middleware'21] Mengying Zhou, Tiancheng Guo, Yang Chen, Junjie Wan, and Xin Wang. "Polygon: A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands." Proc. of the 22nd ACM/IFIP Middleware Conference (Middleware’21), Industry Track, 2021.

    [PDF] [Slides] [Code (opens new window)]

  • 汤佳欣, 陈阳, 周孟莹, 王新. "深度学习方法在兴趣点推荐中的应用研究综述." 计算机工程, 2021, 1000-3428.0061598.

    [PDF]

  • 李学兵, 陈阳, 周孟莹, 王新. "互联网数据传输协议QUIC研究综述." 计算机研究与发展, 2020, 57(9): 1864-1876.

    [PDF] [Slides]

Services

  • Technical Program Committee (TPC) Member of
    • ACM Internet Measurement Conference (IMC): 2022 (Shadow)
    • EuroMLSys: 2023, 2024
    • China National Conference on Big Data & Social Computing (BDSC): 2023

Awards & Honors