Hello, my name is Minsu Kim and I'm a Ph.D student in Computer Science at KAIST. I'm studying in Computer Architecture and Systems Lab and advised by professor Jongse Park.
CV
Contact
Email: mskim@casys.kaist.ac.kr
Location: E3, KAIST, Daejeon, South Korea
Research Interests
- Computer Architecture
- Systems for Machine Learning
- Distributed Systems
- Large Language Models
Education
Current: Ph.D student in Computer Science at KAIST
February 2023: MS in Computer Science at KAIST
February 2021: BS in Computer Science at KAIST
Career
July 2023 ~ August 2024: Intern, Software Developer, HyperAccel
Publication
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics
Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
[USENIX ATC ‘22]
[Link]
LLMServingSim: A Simulation Infrastructure for LLM Inference Serving Systems
Jaehong Cho, Minsu Kim, Hyunmin Choi, Jongse Park
[ISCA Workshop MLArchSys ‘24]
Accelerating String-key Learned Index Structures via Memoization-based Incremental Training
Minsu Kim, Jinwoo Hwang, Guseul Heo, Seiyeon Cho, Divya Mahajan, Jongse Park
[VLDB ‘24]
[Link]
LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving Systems at Scale
Jaehong Cho, Minsu Kim, Hyunmin Choi, Guseul Heo, Jongse Park
[IISWC ‘24]
[Link]
LPU: A Latency-optimized and Highly Scalable Processor for Large Language Model Inference
Seungjae Moon, Jung-Hoon Kim, Junsoo Kim, Seongmin Hong, Junseo Cha, Minsu Kim, Sukbin Lim, Gyubin Choi, Dongjin Seo, Jongho Kim, Hunjong Lee, Hyunjun Park, RyeoWook Ko, Soongyu Choi, Jongse Park, Jinwon Lee, Joo-Young Kim
[IEEE Micro, special issue on Contemporary Industry Products, 2024]
[Link]
Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization
Minsu Kim†, Seongmin Hong†, RyeoWook Ko, Soongyu Choi, Hunjong Lee, Junsoo Kim, Joo-Young Kim, Jongse Park
†: Equal contribution
[ISCA ‘25]
[Link]