Myeongjae Jeon

According to our database, Myeongjae Jeon authored at least 38 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Training-Free Exponential Extension of Sliding Window Context with Cascading KV Cache.

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

CoRR, 2024

HiP Attention: Sparse Sub-Quadratic Attention with Hierarchical Attention Pruning.

Heejun Lee, Geon Park, Youngwan Lee, Jina Kim, Wonyoung Jeong, Myeongjae Jeon, Sung Ju Hwang

CoRR, 2024

REP: Resource-Efficient Prompting for On-device Continual Learning.

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

CoRR, 2024

Metis: Fast Automatic Distributed Training on Heterogeneous GPUs.

Taegeon Um, Byungsoo Oh, Minyoung Kang, Woo-Yeon Lee, Goeun Kim, Dongseob Kim, Youngtaek Kim, Mohd Muzzammil, Myeongjae Jeon

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

Blaze: Holistic Caching for Iterative Data Processing.

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

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing.

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

Proc. VLDB Endow., December, 2023

Cost-effective On-device Continual Learning over Memory Hierarchy with Miro.

Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon

CoRR, 2023

Sponge: Fast Reactive Scaling for Stream Processing with Serverless Frameworks.

Won Wook Song, Taegeon Um, Sameh Elnikety, Myeongjae Jeon, Byung-Gon Chun

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

EnvPipe: Performance-preserving DNN Training Framework for Saving Energy.

Sangjin Choi, Inhoe Koo, Jeongseob Ahn, Myeongjae Jeon, Youngjin Kwon

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

Cost-effective On-device Continual Learning over Memory Hierarchy with Miro.

Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

2022

Streaming Analytics with Adaptive Near-data Processing.

Atul Sandur, Chanho Park, Stavros Volos, Gul Agha, Myeongjae Jeon

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Sibylla: To Retry or Not To Retry on Deep Learning Job Failure.

Taeyoon Kim, Suyeon Jeong, Jongseop Lee, Soobee Lee, Myeongjae Jeon

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

Memory Harvesting in Multi-GPU Systems with Hierarchical Unified Virtual Memory.

Sangjin Choi, Taeksoo Kim, Jinwoo Jeong, Rachata Ausavarungnirun, Myeongjae Jeon, Youngjin Kwon, Jeongseob Ahn

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

Jarvis: Large-scale Server Monitoring with Adaptive Near-data Processing.

Atul Sandur, Chanho Park, Stavros Volos, Gul Agha, Myeongjae Jeon

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

CarM: hierarchical episodic memory for continual learning.

Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

SWAN: WAN-aware stream processing on geographically-distributed clusters.

Won Wook Song, Myeongjae Jeon, Byung-Gon Chun

Proceedings of the APSys '22: 13th ACM SIGOPS Asia-Pacific Workshop on Systems, Virtual Event, Singapore, August 23, 2022

2021

Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning.

Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon

CoRR, 2021

Reliability of Large Scale GPU Clusters for Deep Learning Workloads.

Junjie Qian, Taeyoon Kim, Myeongjae Jeon

Proceedings of the Companion of The Web Conference 2021, 2021

Zico: Efficient GPU Memory Sharing for Concurrent DNN Training.

Gangmuk Lim, Jeongseob Ahn, Wencong Xiao, Youngjin Kwon, Myeongjae Jeon

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

2020

Approximate Quantiles for Datacenter Telemetry Monitoring.

Gangmuk Lim, Mohamed S. Hassan, Ze Jin, Stavros Volos, Myeongjae Jeon

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Accelerated Training for CNN Distributed Deep Learning through Automatic Resource-Aware Layer Placement.

Jay H. Park, Sunghwan Kim, Jinwon Lee, Myeongjae Jeon, Sam H. Noh

CoRR, 2019

Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads.

Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Tiresias: A GPU Cluster Manager for Distributed Deep Learning.

Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin, Yibo Zhu, Myeongjae Jeon, Junjie Qian, Hongqiang Harry Liu, Chuanxiong Guo

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory.

Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

TerseCades: Efficient Data Compression in Stream Processing.

Gennady Pekhimenko, Chuanxiong Guo, Myeongjae Jeon, Peng Huang, Lidong Zhou

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

2017

StreamBox: Modern Stream Processing on a Multicore Machine.

Hongyu Miao, Heejin Park, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin

Proceedings of the 2017 USENIX Annual Technical Conference, 2017

2016

SSD Failures in Datacenters: What? When? and Why?

Iyswarya Narayanan, Di Wang, Myeongjae Jeon, Bikash Sharma, Laura Caulfield, Anand Sivasubramaniam, Ben Cutler, Jie Liu, Badriddine M. Khessib, Kushagra Vaid

Proceedings of the 9th ACM International on Systems and Storage Conference, 2016

TPC: Target-Driven Parallelism Combining Prediction and Correction to Reduce Tail Latency in Interactive Services.

Myeongjae Jeon, Yuxiong He, Hwanju Kim, Sameh Elnikety, Scott Rixner, Alan L. Cox

Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2014

Predictive parallelization: taming tail latencies in web search.

Myeongjae Jeon, Saehoon Kim, Seung-won Hwang, Yuxiong He, Sameh Elnikety, Alan L. Cox, Scott Rixner

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

2013

Reducing DRAM row activations with eager read/write clustering.

Myeongjae Jeon, Conglong Li, Alan L. Cox, Scott Rixner

ACM Trans. Archit. Code Optim., 2013

Adaptive parallelism for web search.

Myeongjae Jeon, Yuxiong He, Sameh Elnikety, Alan L. Cox, Scott Rixner

Proceedings of the Eighth Eurosys Conference 2013, 2013

2012

Workload Characterization and Performance Implications of Large-Scale Blog Servers.

Myeongjae Jeon, Youngjae Kim, Jeaho Hwang, Joonwon Lee, Euiseong Seo

ACM Trans. Web, 2012

2011

Energy Reduction in Consolidated Servers through Memory-Aware Virtual Machine Scheduling.

Jae-Wan Jang, Myeongjae Jeon, Hyo-Sil Kim, Heeseung Jo, Jin-Soo Kim, Seungryoul Maeng

IEEE Trans. Computers, 2011

Replicated abstract data types: Building blocks for collaborative applications.

Hyun-Gul Roh, Myeongjae Jeon, Jinsoo Kim, Joonwon Lee

J. Parallel Distributed Comput., 2011

2010

Log' version vector: Logging version vectors concisely in dynamic replication.

Hyun-Gul Roh, Myeongjae Jeon, Euiseong Seo, Jinsoo Kim, Joonwon Lee

Inf. Process. Lett., 2010

Measurement, Modeling, and Analysis of a Large-scale Blog Sever Workload.

Myeongjae Jeon, Jeaho Hwang, Youngjae Kim, Jae-Wan Jang, Joonwon Lee, Euiseong Seo

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

2008

Guest-Aware Priority-Based Virtual Machine Scheduling for Highly Consolidated Server.

Dongsung Kim, Hwanju Kim, Myeongjae Jeon, Euiseong Seo, Joonwon Lee

Proceedings of the Euro-Par 2008, 2008

2007

Domain Level Page Sharing in Xen Virtual Machine Systems.

Myeongjae Jeon, Euiseong Seo, Junghyun Kim, Joonwon Lee

Proceedings of the Advanced Parallel Processing Technologies, 7th International Symposium, 2007