Zhiyuan Guo's Homepage

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 Prof. Yiying Zhang. I’m interesting in and working on research ideas that improves resource effiency in datacenter, from designing new resource 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

Zenix: Efficient Execution of Bulky Serverless Applications [ Link]
Zhiyuan Guo, Zachary Blanco, Junda Chen, Jinmou Li, Zerui Wei, Bili Dong, Ishaan Pota, Mohammad Shahrad, Harry Xu, Yiying Zhang
Arxiv Preprint
Mira: A Program-Behavior-Guided Far Memory System [ Link] [ PDF]
Zhiyuan Guo, Zijian He, Yiying Zhang
The 29th ACM Symposium on Operating Systems Principles (SOSP '23)
Towards a Fully Disaggregated and Programmable Data Center [ PDF]
Yizhou Shan, Will Lin, Zhiyuan Guo, Yiying Zhang
The 13th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys '22)
Clio: A Hardware-Software Co-Designed Disaggregated Memory System [ PDF]
Zhiyuan Guo*, 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, Zhiyuan Guo, 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, Zhiyuan Guo, 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, Zhiyuan Guo, 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)