Myeongjae Jeon

49 papers A* 10A 4Misc 2Journal 18Unranked 15
YearRankTypeTitle / Venue / Authors
2026 A conf
Carbon-Aware Continuous Learning for Sustainable Real-Time Machine Learning Analytics.
EuroSys
Gwanjong Park, Osama Khan, Dongho Ha, Myeongjae Jeon, Euiseong Seo
2026 A conf
Garen: Reliable Cluster Management with Atomic State Reconciliation.
EuroSys
Mingi Kim, Ahnjae Shin, Jaewoo Maeng, Myeongjae Jeon, Byung-Gon Chun
2026 J jnl
ORBITFLOW: SLO-Aware Long-Context LLM Serving with Fine-Grained KV Cache Reconfiguration.
CoRR
Xinyue Ma, Heelim Hong, Taegeon Um, Jongseop Lee, Seoyeong Choy, Woo-Yeon Lee, Myeongjae Jeon
2026 J jnl
ORBITFLOW: SLO-Aware Long-Context LLM Serving with Fine-Grained KV Cache Reconfiguration.
Proc. VLDB Endow.
Xinyue Ma, Heelim Hong, Taegeon Um, Jongseop Lee, Seoyeong Choy, Woo-Yeon Lee, Myeongjae Jeon
2025 A* conf
A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention.
ICLR
Heejun Lee, Geon Park, Youngwan Lee, Jaduk Suh, Jina Kim, Wonyong Jeong, Bumsik Kim, Hyemin Lee, Myeongjae Jeon, Sung Ju Hwang
2025 A* conf
Training Free Exponential Context Extension via Cascading KV Cache.
ICLR
Jeffrey Willette, Heejun Lee, Youngwan Lee, Myeongjae Jeon, Sung Ju Hwang
2024 A conf
Blaze: Holistic Caching for Iterative Data Processing.
EuroSys
Won Wook Song, Jeongyoon Eo, Taegeon Um, Myeongjae Jeon, Byung-Gon Chun
2024 J jnl
HiP Attention: Sparse Sub-Quadratic Attention with Hierarchical Attention Pruning.
CoRR
Heejun Lee, Geon Park, Youngwan Lee, Jina Kim, Wonyoung Jeong, Myeongjae Jeon, Sung Ju Hwang
2024 — conf
Metis: Fast Automatic Distributed Training on Heterogeneous GPUs.
USENIX ATC
Taegeon Um, Byungsoo Oh, Minyoung Kang, Woo-Yeon Lee, Goeun Kim, Dongseob Kim, Youngtaek Kim, Mohd Muzzammil, Myeongjae Jeon
2024 J jnl
REP: Resource-Efficient Prompting for On-device Continual Learning.
CoRR
Sungho Jeon, Xinyue Ma, Kwang In Kim, Myeongjae Jeon
2024 J jnl
Training-Free Exponential Extension of Sliding Window Context with Cascading KV Cache.
CoRR
Jeffrey Willette, Heejun Lee, Youngwan Lee, Myeongjae Jeon, Sung Ju Hwang
2023 A* conf
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro.
MobiCom
Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon
2023 J jnl
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro.
CoRR
Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon
2023 — conf
EnvPipe: Performance-preserving DNN Training Framework for Saving Energy.
USENIX ATC
Sangjin Choi, Inhoe Koo, Jeongseob Ahn, Myeongjae Jeon, Youngjin Kwon
2023 J jnl
FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing.
Proc. VLDB Endow.
Taeyoon Kim, Chanho Park, Mansur Mukimbekov, Heelim Hong, Minseok Kim, Ze Jin, Changdae Kim, Ji-Yong Shin, Myeongjae Jeon
2023 — conf
Sponge: Fast Reactive Scaling for Stream Processing with Serverless Frameworks.
USENIX ATC
Won Wook Song, Taegeon Um, Sameh Elnikety, Myeongjae Jeon, Byung-Gon Chun
2022 A* conf
CarM: hierarchical episodic memory for continual learning.
DAC
Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon
2022 A* conf
Jarvis: Large-scale Server Monitoring with Adaptive Near-data Processing.
ICDE
Atul Sandur, Chanho Park, Stavros Volos, Gul Agha, Myeongjae Jeon
2022 J jnl
Jarvis: Large-scale Server Monitoring with Adaptive Near-data Processing.
CoRR
Atul Sandur, Chanho Park, Stavros Volos, Gul Agha, Myeongjae Jeon
2022 — conf
Memory Harvesting in Multi-GPU Systems with Hierarchical Unified Virtual Memory.
USENIX ATC
Sangjin Choi, Taeksoo Kim, JinWoo Jeong, Rachata Ausavarungnirun, Myeongjae Jeon, Youngjin Kwon, Jeongseob Ahn
2022 — conf
SWAN: WAN-aware stream processing on geographically-distributed clusters.
APSys
Won Wook Song, Myeongjae Jeon, Byung-Gon Chun
2022 — conf
Sibylla: To Retry or Not To Retry on Deep Learning Job Failure.
USENIX ATC
Taeyoon Kim, Suyeon Jeong, Jongseop Lee, Soobee Lee, Myeongjae Jeon
2022 — conf
Streaming Analytics with Adaptive Near-data Processing.
WWW (Companion Volume)
Atul Sandur, Chanho Park, Stavros Volos, Gul Agha, Myeongjae Jeon
2021 J jnl
Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning.
CoRR
Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon
2021 — conf
Reliability of Large Scale GPU Clusters for Deep Learning Workloads.
WWW (Companion Volume)
Junjie Qian, Taeyoon Kim, Myeongjae Jeon
2021 — conf
Zico: Efficient GPU Memory Sharing for Concurrent DNN Training.
USENIX ATC
Gangmuk Lim, Jeongseob Ahn, Wencong Xiao, Youngjin Kwon, Myeongjae Jeon
2020 A* conf
Approximate Quantiles for Datacenter Telemetry Monitoring.
ICDE
Gangmuk Lim, Mohamed S. Hassan, Ze Jin, Stavros Volos, Myeongjae Jeon
2019 J jnl
Accelerated Training for CNN Distributed Deep Learning through Automatic Resource-Aware Layer Placement.
CoRR
Jay H. Park, Sunghwan Kim, Jinwon Lee, Myeongjae Jeon, Sam H. Noh
2019 — conf
Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads.
USENIX ATC
Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang
2019 J jnl
Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads.
CoRR
Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang
2019 J jnl
Approximate Quantiles for Datacenter Telemetry Monitoring.
CoRR
Gangmuk Lim, Mohamed S. Hassan, Ze Jin, Stavros Volos, Myeongjae Jeon
2019 A* conf
StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory.
ASPLOS
Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin
2019 J jnl
StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory.
CoRR
Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin
2019 Misc conf
Tiresias: A GPU Cluster Manager for Distributed Deep Learning.
NSDI
Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin, Yibo Zhu, Myeongjae Jeon, Junjie Qian, Hongqiang Harry Liu, Chuanxiong Guo
2018 — conf
TerseCades: Efficient Data Compression in Stream Processing.
USENIX ATC
Gennady Pekhimenko, Chuanxiong Guo, Myeongjae Jeon, Peng Huang, Lidong Zhou
2017 — conf
StreamBox: Modern Stream Processing on a Multicore Machine.
USENIX ATC
Hongyu Miao, Heejin Park, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin
2016 A* conf
SSD Failures in Datacenters: What, When and Why?
SIGMETRICS
Iyswarya Narayanan, Di Wang, Myeongjae Jeon, Bikash Sharma, Laura Caulfield, Anand Sivasubramaniam, Ben Cutler, Jie Liu, Badriddine M. Khessib, Kushagra Vaid
2016 Misc conf
SSD Failures in Datacenters: What? When? and Why?
SYSTOR
Iyswarya Narayanan, Di Wang, Myeongjae Jeon, Bikash Sharma, Laura Caulfield, Anand Sivasubramaniam, Ben Cutler, Jie Liu, Badriddine M. Khessib, Kushagra Vaid
2016 A* conf
TPC: Target-Driven Parallelism Combining Prediction and Correction to Reduce Tail Latency in Interactive Services.
ASPLOS
Myeongjae Jeon, Yuxiong He, Hwanju Kim, Sameh Elnikety, Scott Rixner, Alan L. Cox
2014 A* conf
Predictive parallelization: taming tail latencies in web search.
SIGIR
Myeongjae Jeon, Saehoon Kim, Seung-won Hwang, Yuxiong He, Sameh Elnikety, Alan L. Cox, Scott Rixner
2013 A conf
Adaptive parallelism for web search.
EuroSys
Myeongjae Jeon, Yuxiong He, Sameh Elnikety, Alan L. Cox, Scott Rixner
2013 J jnl
Reducing DRAM row activations with eager read/write clustering.
ACM Trans. Archit. Code Optim.
Myeongjae Jeon, Conglong Li, Alan L. Cox, Scott Rixner
2012 J jnl
Workload Characterization and Performance Implications of Large-Scale Blog Servers.
ACM Trans. Web
Myeongjae Jeon, Youngjae Kim, Jeaho Hwang, Joonwon Lee, Euiseong Seo
2011 J jnl
Energy Reduction in Consolidated Servers through Memory-Aware Virtual Machine Scheduling.
IEEE Trans. Computers
Jae-Wan Jang, Myeongjae Jeon, Hyo-Sil Kim, Heeseung Jo, Jin-Soo Kim, Seungryoul Maeng
2011 J jnl
Replicated abstract data types: Building blocks for collaborative applications.
J. Parallel Distributed Comput.
Hyun-Gul Roh, Myeongjae Jeon, Jinsoo Kim, Joonwon Lee
2010 J jnl
Log' version vector: Logging version vectors concisely in dynamic replication.
Inf. Process. Lett.
Hyun-Gul Roh, Myeongjae Jeon, Euiseong Seo, Jinsoo Kim, Joonwon Lee
2010 — conf
Measurement, Modeling, and Analysis of a Large-scale Blog Sever Workload.
SocialCom/PASSAT
Myeongjae Jeon, Jeaho Hwang, Youngjae Kim, Jae-Wan Jang, Joonwon Lee, Euiseong Seo
2008 — conf
Guest-Aware Priority-Based Virtual Machine Scheduling for Highly Consolidated Server.
Euro-Par
Dongsung Kim, Hwanju Kim, Myeongjae Jeon, Euiseong Seo, Joonwon Lee
2007 — conf
Domain Level Page Sharing in Xen Virtual Machine Systems.
APPT
Myeongjae Jeon, Euiseong Seo, Junghyun Kim, Joonwon Lee