Jinwoo Park
jinwoo520528@kaist.ac.kr | Google Scholar | Linkedin | CV
I am a computer science PhD candidate at INA lab, KAIST advised by Dongsu Han. Before then, I received my MS degree in Electrical Engineering at KAIST, advised by Yung Yi. Also, I have received BS degree in Electrical Engineering at KAIST.
My interests are in crafting computer systems that incorporate AI/ML approaches. I concentrate on integrating AI/ML techniques to the real-world systems for more efficient and better performance management policies. My works aims at 1) designing efficient system built on AI/ML approaches; 2) improving AI/ML approaches by exploiting system-specific assumptions. All my work involves several months of implementation followed by thorough testing in real-world data.
Recently, I am striving to develop an adaptive load control framework for microservices using AI/ML approaches. In the past, I worked on various topics including resource optimization in SLO-oriented microservices, optimizing image compression for accelerating neural restoration, and designing wireless MAC with a multi-agent RL approach.
Selected Publications
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SIGCOMMCVPRCoNEXTMobiHoc
Publications
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SIGCOMMToNHotStorageCVPRCoNEXTMobiHoc
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