Myung-Hoon Cha

11 papers B 3Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
FCDP: Fully Cached Data Parallel for Communication-Avoiding Large-Scale Training.
CoRR
Gyeongseo Park, Eungyeong Lee, Song-woo Sok, Myung-Hoon Cha, Kwangwon Koh, Baik-Song An, Hongyeon Kim, Ki-Dong Kang
2025 J jnl
Cost-Efficient LLM Serving in the Cloud: VM Selection with KV Cache Offloading.
CoRR
Kihyun Kim, Jinwoo Kim, Hyunsun Chung, Myung-Hoon Cha, Hong-Yeon Kim, Youngjae Kim
2025 B conf
Cost-Efficient VM Selection for Cloud-Based LLM Inference with KV Cache Offloading.
CLOUD
Kihyun Kim, Jinwoo Kim, Hyunsun Chung, Myung-Hoon Cha, Hong-Yeon Kim, Youngjae Kim
2025 B conf
Disk-Based Shared KV Cache Management for Fast Inference in Multi-Instance LLM RAG Systems.
CLOUD
Hyungwoo Lee, Kihyun Kim, Jinwoo Kim, Jungmin So, Myung-Hoon Cha, Hong-Yeon Kim, James J. Kim, Youngjae Kim
2025 J jnl
Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs.
CoRR
Hyungwoo Lee, Kihyun Kim, Jinwoo Kim, Jungmin So, Myung-Hoon Cha, Hong-Yeon Kim, James J. Kim, Youngjae Kim
2024 B conf
DeepVM: Integrating Spot and On-Demand VMs for Cost-Efficient Deep Learning Clusters in the Cloud.
CCGrid
Yoochan Kim, Kihyun Kim, Yonghyeon Cho, Jinwoo Kim, Awais Khan, Ki-Dong Kang, Baik-Song An, Myung-Hoon Cha, Hong-Yeon Kim, Youngjae Kim
2024 J jnl
DeepVM: Integrating Spot and On-Demand VMs for Cost-Efficient Deep Learning Clusters in the Cloud.
CoRR
Yoochan Kim, Kihyun Kim, Yonghyeon Cho, Jinwoo Kim, Awais Khan, Ki-Dong Kang, Baik-Song An, Myung-Hoon Cha, Hong-Yeon Kim, Youngjae Kim
2021 J jnl
Fast and secure Global-Heap for memory-centric computing.
J. Supercomput.
Myung-Hoon Cha, Sangmin Lee, Baik-Song An, Hong-Yeon Kim, Kang-ho Kim
2019 J jnl
Effective metadata management in exascale file system.
J. Supercomput.
Myung-Hoon Cha, Sangmin Lee, Hong-Yeon Kim, Young-Kyun Kim
2017 J jnl
Adaptive metadata rebalance in exascale file system.
J. Supercomput.
Myung-Hoon Cha, Dong-Oh Kim, Hong-Yeon Kim, Young-Kyun Kim
2015 — conf
High Performance Metadata Management Engine for Large-Scale Distributed File Systems.
FGCN
Myung-Hoon Cha, Sangmin Lee, Dong-Oh Kim, Hong-Yeon Kim, Young-Kyun Kim