Zili Meng (孟子立)
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3rd-year PhD student Find me at:
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[06/2021] (Award) LightNF received IWQoS’21 best paper award.
[06/2021] (Paper) OpTel accepted to NSDI’22.
[02/2021] (Service) Serving on the Student Editorial Board of JSys. Please consider to submit!
[01/2021] (Paper) WiseTrans accepted to WWW’21.
[12/2020] (Paper) PiTree accepted to IEEE/ACM ToN.
[11/2020] (Award) Honored with the Microsoft Research Asia PhD Fellowship.
About
Zili is currently a 3rd-year PhD student in Routing Group, with Institute for Network Sciences and Cyberspace, Tsinghua University, advised by Prof. Mingwei Xu. He received his B.Eng. (Hons) in electronic engineering from Tsinghua University, advised by Prof. Jun Bi (late). His research received Gold Medal of SIGCOMM 2018 SRC and Best Paper Awards from IWQoS 2021 and ICC 2020. He is also the recepient of Microsoft Research Asia PhD Fellowship, Tsinghua Top Grade Scholarship, and three China National Scholarships.
Recent Publication Highlights
Interpreting Deep Learning-Based Networking Systems. ACM SIGCOMM 2020.
PiTree: Practical Implementation of ABR Algorithms Using Decision Trees. ACM Multimedia 2019.
Detecting Ephemeral Optical Events with OpTel. USENIX NSDI 2022.
Learning Scheduling Algorithms for Data Processing Clusters. ACM SIGCOMM 2019.
Practically Deploying Heavyweight Adaptive Bitrate Algorithms With Teacher-Student Learning. IEEE/ACM ToN 2021.
MicroNF: An Efficient Framework for Enabling Modularized Service Chains in NFV. IEEE JSAC 2019.
Research Interests
Machine Learning for Networking Systems (NetAI)
Metis [SIGCOMM’20], Decima [SIGCOMM’19], PiTree [MM’19, ToN’21], WiseTrans [WWW’21] etc.
Network Hardware Acceleration and Co-design (NetX)
Martini [ICNP’20], SmartChain [ICC’20 Best Paper], GEN [APNet’18], etc.
Network Function Virtualization (NFV)
MicroNF [JSAC’19], OFM [JSAC’18], PAM [SIGCOMM’18 SRC], etc.
