Hi 👋, I'm Wonook and my research interests reside in distributed systems for efficiently processing big data (batch & stream) and performing large-scale AI (training & serving). My recent focuses are on topics regarding efficient systems on inference serving for generative AI, with support for optimizations like continuous batching, KV caching, quantization, and fine-tuning. My works are presented at top-level computer science conferences and journals including USENIX ATC, ACM EuroSys, and ACM TOCS.
I finished my Ph.D. in computer science at Seoul National University in 2023, under the supervision of Professor Byung-Gon Chun. My dissertation title is "Efficient and Adaptive Resource Management for Dynamically Optimizing Distributed Data Processing Systems". I also received my B.S. degree in computer science from Seoul National University in 2017.
You can check out my list of works on Google Scholar as well.
Apart from work, I do a lot of sports (mainly tennis, golf, and BJJ nowadays), learn new languages, and meet new people. Due to my experience living around the world, I happen to be a motivation-driven, multicultural person with a flexible mind, who is open, adaptive, and a fast learner for new knowledge and people.
Email: wonook@apache.org