Work Experiences

About


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Peiran Qin

Pre-Doctoral M.S., University of Chicago, CS

Address: 5035 East End, Chicago, IL

Email: peiranqin@uchicago.edu

Phone: +1 (773) 812 5328

Code: [GitHub]

Curriculum Vitae: [pdf]

I’m a Pre-Doctoral M.S. student in Computer Science at the University of Chicago, advised by Prof. Haryadi S. Gunawi. I’m also working on my latest research project with Prof. Juncheng Yang from Harvard University.

Previously, I was honored to work as a research intern at Microsoft Research Asia under the fantastic mentorship of Lei Qu, and be advised by Prof. Yeh-Ching Chung as a student research assistant at Alibaba Group and the Chinese University of Hong Kong, Shenzhen.

My research focuses on Operating Systems, Storage Systems, Distributed Systems and their intersections with ML. I enjoy building more performant systems in the context of:

  1. High Efficiency (e.g. prefetch and cache eviction co-design for higher cache efficiency)
  2. Low Latency (e.g. mitigating tail latencies in cloud storage systems)
  3. Workload Awared (e.g. workload characterization and prediction for distributed machine learning clusters)

Education


  • Pre-Doctoral M.S., Computer Science, University of Chicago, Sep, 2023 - present
  • B.Eng., Computer Engineering, Chinese University of Hong Kong, Shenzhen, Sep, 2019 - July, 2023

Work Experiences


  • University of Chicago;
    Advisor: Haryadi S. Gunawi
    Apr, 2023 - present
    Research Assistant, UCARE group
  • Microsoft Research, Asia;
    Mentor: Lei Qu
    May, 2022 - Nov, 2022
    Research Intern, Network Research Group
  • Alibaba Group;
    Advisor: Yeh-Ching Chung
    Dec, 2021 - May, 2022
    Student Research Assistant
  • Zhongshen Agricultural Innovation Technology Co., Ltd;
    Advisor: Yeh-Ching Chung
    May, 2021 - Dec, 2021
    Software Development Engineer,

Publications


  • In Submission '24
    Anonymous Author(s).
    Heimdall, Accurate and Efficient I/O Admission Policy with Extensive Machine Learning Pipeline
  • Near Submission '24
    Anonymous Author(s).
    Storage Prefetching Needs Feedback, An Efficient Prefetching/Eviction Co-Design with Small Cache Footprints [Temporary Title]

Misc.


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I am an avid fan of Astronomy. The beauty of the starry night sky amazes me a lot. I joint astronomy club during my middle school, high school, and college years, and won the gold medal in the China National Astronomy Olympiad (CNAO '18).
I adopted a very cuuuute cat! His name is Mabu.