Zili Meng - Papers

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Preprints

  1. Zili Meng, Minhu Wang, Mingwei Xu, Hongzi Mao, Jiasong Bai, Hongxin Hu,
    Explaining Deep Learning-Based Networked Systems,
    arXiv Preprint 1910.03835. (arXiv)(code)

2019

  1. Hongzi Mao, Malte Schwarzkopf, Shaileshh Bojja Venkatakrishnan, Zili Meng, Mohammad Alizadeh,
    Learning Scheduling Algorithms for Data Processing Clusters,
    ACM SIGCOMM 2019, Beijing, China. (paper)(website)(code)(slides)(poster)

  2. Zili Meng, Jing Chen, Yaning Guo, Chen Sun, Hongxin Hu, Mingwei Xu,
    PiTree: Practical Implementation of ABR Algorithms Using Decision Trees,
    Oral Paper (88/936=9.4%)
    ACM MM 2019, Nice, France. (paper)(website)(code)(slides)(poster)

  3. Zili Meng, Jun Bi, Haiping Wang, Chen Sun, Hongxin Hu,
    MicroNF: An Efficient Framework for Enabling Modularized Service Chains in NFV,
    IEEE Journal on Selected Areas in Communications (JSAC), Vol. 37, No. 8, pp1851-1865, 2019. (paper)

  4. Menghao Zhang, Jiasong Bai, Guanyu Li, Zili Meng, Hongda Li, Hongxin Hu, Mingwei Xu,
    When NFV Meets ANN: Rethinking Elastic Scaling for ANN-based NFs,
    IEEE ICNP 2019 HDR-Nets Workshop, Chicago, IL, USA. (paper)

2018 and earlier

  1. Zili Meng, Jun Bi, Chen Sun, Shuhe Wang, Minhu Wang, Hongxin Hu,
    PAM: When Overloaded, Push Your Neighbor Aside!,
    SIGCOMM’18 Student Research Competition Winner (The 1st place)
    ACM SIGCOMM 2018 (poster), Budapest, Hungary. (paper)(poster)(slides)

  2. Chen Sun, Jun Bi, Zili Meng, Tong Yang, Xiao Zhang, Hongxin Hu,
    Enabling NFV Elasticity Control with Optimized Flow Migration,
    IEEE Journal on Selected Areas in Communications (JSAC), Vol. 36, No. 10, pp2288-2303, 2018. (paper)

  3. Chen Sun, Jun Bi, Zili Meng, Xiao Zhang, Hongxin Hu,
    OFM: Optimized Flow Migration for NFV Elasticity Control,
    IEEE/ACM IWQoS 2018, Banff, Canada. (paper)

  4. Zili Meng, Jun Bi, Haiping Wang, Chen Sun, Hongxin Hu,
    CoCo: Compact and Optimized Consolidation of Modularized Service Function Chains in NFV,
    IEEE ICC 2018, Kansas City, MO, USA. (paper)(slides)

  5. Zhilong Zheng, Jun Bi, Chen Sun, Heng Yu, Hongxin Hu, Zili Meng, Shuhe Wang, Kai Gao, Jianping Wu,
    GEN: A GPU-Accelerated Elastic Framework for NFV,
    ACM APNet 2018, Beijing, China. (paper)(slides)

  6. Zili Meng, Jun Bi, Chen Sun, Anmin Xu, Hongxin Hu,
    PRAM: Priority-aware Flow Migration Scheme in NFV Networks,
    ACM SOSR 2017 (poster), Santa Clara, CA, USA. (paper)(poster)

Thesis

  1. On the Practicality and Interpretability of Learning-based Networked Systems (In Chinese)
    (智能网络系统的实用性与可解释性研究)
    B.Eng. @ Electronic Engineering, Tsinghua University, 2019. Advisor: Prof. Jun Bi. (paper)(slides)