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Juncheng Gu

Ph.D. candidate in CSE
University of Michigan, Ann Arbor


Contact

jcgu
-
EECS (CSE)
University of Michigan, Ann Arbor
4956 BBB
2260 Hayward St
Ann Arbor, MI 48109-2121

About Me

I am a fifth-year PhD student in Computer Science and Engineering at University of Michigan, Ann Arbor. And I am fortunate to have two great advisors, Prof. Kang G. Shin, and Prof. Mosharaf Chowdhury.

My research interests are broadly in computer systems and networking, especially in operating systems, virtualization, and resource management. Recently, I have been working on memory disaggregation with low-latency networks, and system support for deep learning applications.


Publications

Conference

  • [NSDI'19] Tiresias: A GPU Cluster Manager for Distributed Deep Learning
    Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin, Yibo Zhu, Myeongjae Jeon, Junjie Qian, Hongqiang Liu, Chuanxiong Guo
  • [pdf] [slides] [pps] [code] [bibtex]

Workshop

Collaboration

  • [CVPR'20] Efficient Adversarial Training with Transferable Adversarial Examples
    Haizhong Zheng, Ziqi Zhang, Juncheng Gu, Honglak Lee, Atul Prakash
  • [arxiv] [bibtex] (coming soon [pdf] [code])
  • [TPDS 28.7, 2017] Oasis: Scaling Out Datacenter Sustainably and Economically
    Chao Li, Yang Hu, Juncheng Gu, Jingling Yuan, Tao Li
  • [pdf] [bibtex]
  • [ISCA'15] Towards Sustainable In-Situ Server Systems in the Big Data Era
    Chao Li, Yang Hu, Longjun Liu, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, Tao Li
  • [pdf] [bibtex]
  • [ISCA'15] HEB: Deploying and Managing Hybrid Energy Buffers for Improving Datacenter Efficiency and Economy
    Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin, Nanning Zheng
  • [pdf] [bibtex]
  • [DSN'15] BAAT: Towards dynamically managing battery aging in green datacenters
    Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li
  • [pdf] [bibtex]