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Shiyi Cao 「曹诗怡」

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I am a first-year Ph.D. student at UC Berkeley EECS , advised by Ion Stoica and Joseph Gonzalez, affliated with Sky Computing Lab and BAIR. Previously, I was fortunate to be working with Zhihao Jia at CMU on accelerating distributed training. I obtained M.S. in Computer Science at ETH, working at SPCL with Torsten Hoefler. Prior to joining grad school, I had a great time at Shanghai Jiao Tong University where I earned Bachelor degree in Computer Science. I am mainly interested in accelerating/optimizing computations (especially ML workloads) on large-scale heterogeneous systems.

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Aug '23  

Graduated from ETH and joined UC Berkeley EECS!

Sept '22  

Paper accepted at ExaMPI workshop, SC '22!

Sept '20

Started to study as a master student in Computer Science at ETH Zürich.

Accelerating Data Serialization/Deserialization Protocols with In-Network Compute (pdf, video)
Shiyi Cao,  Salvatore Di Girolamo,  Torsten Hoefler 
Workshop on Exascale MPI, ExaMPI@SC, 2022. 
SmartNICs; In-Network Compute; Data (De)serialization.
AdaM: An Adaptive Fine-Grained Scheme for Distributed Metadata Management
Shiyi Cao,  Yuanning Gao,  Xiaofeng Gao,  Guihai Chen 
International Conference on Parallel Processing (ICPP), 2019. 
Distributed Systems; Metadata Management; Reinforcement Learning.

This template is a modification to Jon Barron's website and Rishab Khincha's website.