Myeongjae Jeon
Myeongjae Jeon
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Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads
M Jeon, S Venkataraman, A Phanishayee, J Qian, W Xiao, F Yang
2019 {USENIX} Annual Technical Conference ({USENIX}{ATC} 19), 2019
Tiresias: A {GPU} cluster manager for distributed deep learning
J Gu, M Chowdhury, KG Shin, Y Zhu, M Jeon, J Qian, H Liu, C Guo
16th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2019
Replicated abstract data types: Building blocks for collaborative applications
HG Roh, M Jeon, JS Kim, J Lee
Journal of Parallel and Distributed Computing 71 (3), 354-368, 2011
SSD failures in datacenters: What? when? and why?
I Narayanan, D Wang, M Jeon, B Sharma, L Caulfield, ...
Proceedings of the 9th ACM International on Systems and Storage Conference, 1-11, 2016
Predictive parallelization: Taming tail latencies in web search
M Jeon, S Kim, S Hwang, Y He, S Elnikety, AL Cox, S Rixner
Proceedings of the 37th international ACM SIGIR conference on Research …, 2014
Energy reduction in consolidated servers through memory-aware virtual machine scheduling
JW Jang, M Jeon, HS Kim, H Jo, JS Kim, S Maeng
IEEE Transactions on Computers 60 (4), 552-564, 2010
{StreamBox}: Modern Stream Processing on a Multicore Machine
H Miao, H Park, M Jeon, G Pekhimenko, KS McKinley, FX Lin
2017 USENIX Annual Technical Conference (USENIX ATC 17), 617-629, 2017
Adaptive parallelism for web search
M Jeon, Y He, S Elnikety, AL Cox, S Rixner
Proceedings of the 8th ACM European Conference on Computer Systems, 155-168, 2013
Guest-aware priority-based virtual machine scheduling for highly consolidated server
D Kim, H Kim, M Jeon, E Seo, J Lee
Euro-Par 2008–Parallel Processing: 14th International Euro-Par Conference …, 2008
TPC: Target-driven parallelism combining prediction and correction to reduce tail latency in interactive services
M Jeon, Y He, H Kim, S Elnikety, S Rixner, AL Cox
Proceedings of the Twenty-First International Conference on Architectural …, 2016
{TerseCades}: Efficient Data Compression in Stream Processing
G Pekhimenko, C Guo, M Jeon, P Huang, L Zhou
2018 USENIX Annual Technical Conference (USENIX ATC 18), 307-320, 2018
Streambox-hbm: Stream analytics on high bandwidth hybrid memory
H Miao, M Jeon, G Pekhimenko, KS McKinley, FX Lin
Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019
Zico: Efficient {GPU} memory sharing for concurrent {DNN} training
G Lim, J Ahn, W Xiao, Y Kwon, M Jeon
2021 USENIX Annual Technical Conference (USENIX ATC 21), 161-175, 2021
Accelerated training for cnn distributed deep learning through automatic resource-aware layer placement
JH Park, S Kim, J Lee, M Jeon, SH Noh
arXiv preprint arXiv:1901.05803, 2019
Workload characterization and performance implications of large-scale blog servers
M Jeon, Y Kim, J Hwang, J Lee, E Seo
ACM Transactions on the Web (TWEB) 6 (4), 1-26, 2012
Reducing DRAM row activations with eager read/write clustering
M Jeon, C Li, AL Cox, S Rixner
ACM Transactions on Architecture and Code Optimization (TACO) 10 (4), 1-25, 2013
Domain level page sharing in xen virtual machine systems
M Jeon, E Seo, J Kim, J Lee
International Workshop on Advanced Parallel Processing Technologies, 590-599, 2007
Jarvis: Large-scale server monitoring with adaptive near-data processing
A Sandur, CH Park, S Volos, G Agha, M Jeon
2022 IEEE 38th International Conference on Data Engineering (ICDE), 1408-1422, 2022
Memory harvesting in {Multi-GPU} systems with hierarchical unified virtual memory
S Choi, T Kim, J Jeong, R Ausavarungnirun, M Jeon, Y Kwon, J Ahn
2022 USENIX Annual Technical Conference (USENIX ATC 22), 625-638, 2022
Approximate quantiles for datacenter telemetry monitoring
G Lim, MS Hassan, Z Jin, S Volos, M Jeon
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1914-1917, 2020
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