I’m Zhiyuan Guo. I’m currently a PhD student at the University of California, San Diego, major in Computer Science. I am now a part of the Wuklab and SysNet group in UCSD, and luckily advised by Yiying Zhang. I’m interesting in and working on research ideas that enables resource disaggregation in datacenter, from designing new disaggregated hardware to building operating system, runtime and programming language support. I got my bachelor degree from Beihang University, Beijing in 2019.
Contact: z9guo AT ucsd.edu
Publications
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Mira: A Program-Behavior-Guided Far Memory System
, Zijian He, Yiying Zhang
To appear in The 29th ACM Symposium on Operating Systems Principles (SOSP '23) -
Clio: A Hardware-Software Co-Designed Disaggregated Memory System [ PDF]
*, Yizhou Shan*, Xuhao Luo, Yutong Huang, Yiying Zhang (* co-first authors)
The 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS '22) -
Accelerating End-to-End Deep Learning Workflows with Codesign of Data Preprocessing and Scheduling
Yang Cheng, Dan Li, , Binyao Jiang, Jinkun Geng, Wei Bai, Jianping Wu, and Yongqiang Xiong
IEEE Transactions on Parallel and Distributed Systems: Special Section on Parallel and Distributed Computing Techniques for AI, ML, and DL (IEEE TPDS-SS-AI) 2020 -
Direct Universal Access: Making Data Center Resources Available to FPGA [ Link] [ PDF]
Ran Shu, Peng Cheng, Guo Chen, , Lei Qu, Yongqiang Xiong, Derek Chiou, Thomas Moscibroda
16th USENIX Symposium on Networked Systems Design and Implementation (NSDI ‘19) -
DLBooster: Boosting End-to-End Deep Learning Workflow with Offloading Data Preprocessing Pipelines [ PDF]
Yang Cheng, Dan Li, , BinYao Jiang, Jiaxin Lin, Xi Fan, Jinkun Geng, Xinyi Yu, Wei Bai, Lei Qu, Ran Shu, Peng Cheng, Yongqiang Xiong, Jianping Wu
48th International Conference on Parallel Processing (ICPP 2019)
Work Experience
Wuklab, UCSD
Research AssistantSep 2019 - Current
Network Research Group, Microsoft Research Asia (MSRA)
Research InternFeb 2018 - Jun 2019
Computer Architecture, Beihang University
Teaching AssistantJun 2017 - Feb 2018