Shiyi Cao

Shiyi Cao 「曹诗怡」

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.

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.