전명재Myeongjae Jeon

Carbon-Aware Continuous Learning for Sustainable Real-Time Machine Learning Analytics

Gwanjong Park, Osama Khan, Dongho Ha, Myeongjae Jeon, Euiseong Seo

Garen: Reliable Cluster Management with Atomic State Reconciliation

Mingi Kim, Ahnjae Shin, Jaewoo Maeng, Myeongjae Jeon, Byung-Gon Chun

ORBITFLOW: SLO-Aware Long-Context LLM Serving with Fine-Grained KV Cache Reconfiguration

Xinyue Ma, Heelim Hong, Jongseop Lee, Seoyeong Choy, Woo-Yeon Lee, Taegeon Um, Myeongjae Jeon

A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention

Heejun Lee, Geon Park, Youngwan Lee, Jaduk Suh, Jina Kim, Wonyoung Jeong, Bumsik Kim, Hyemin Lee, Myeongjae Jeon, Sung Ju Hwang

REP: Resource-Efficient Prompting for Rehearsal-Free Continual Learning

Sungho Jeon, Xinyue Ma, Kwang In Kim, Myeongjae Jeon

Training-Free Exponential Context Extension via Cascading KV Cache

Jeffrey Willette, Heejun Lee, Youngwan Lee, Myeongjae Jeon, Sung Ju Hwang

Blaze: Holistic Caching for Iterative Data Processing

Won Wook Song, Jeongyoon Eo, Taegeon Um, Myeongjae Jeon, Byung-Gon Chun

FusionFlow: Accelerating Data Preprocessing for Machine Learning with CPU-GPU Cooperation

Taeyoon Kim, Chanho Park, Mansur Mukimbekov, Heelim Hong, Minseok Kim, Ze Jin, Changdae Kim, Ji-Yong Shin, Myeongjae Jeon