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System for Machine Learning (e.g., Inference System); Distributed Computing; MLOps
- InferBench: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System [arxiv]
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
- A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning [arxiv]
Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan
- MLModelCI: An Automatic Cloud Platform for Efficient MLaaS [arxiv] [code]
ACM Multimedia OSC (MM 2020)
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
AD: I'm actively seeking for a PhD position in MLSys and Distributed Computing.
[Oct, 2019 - Present] Research Staff; Nanyang Technological University, Singapore.
[May - Sep, 2019] Student Participant; Google Summer of Code.
[Jan - May, 2019] Research Intern; Microsoft Research Asia.
[Nov 2020] Reviewer; AAAI 2021.
[Mar 2020 - Sep 2020] Volunteer; Digital Impact Alliance (DIAL) at the United Nations Foundation.
[Oct 2017 - Nov 2018] Volunteer; Google Developer Group, Shanghai.
[Misc] I love open-source, and have about 6K stars under my Github profile.