Biblio

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2024
Um T, Oh B, Kang M, Lee W-Y, Kim G, Kim D, Kim Y, Muzzammil M, Jeon M.  2024.  Metis: Fast Automatic Distributed Training on Heterogeneous GPUs. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :563--578.
2023
Choi S, Koo I, Ahn J, Jeon M, Kwon Y.  2023.  EnvPipe: Performance-preserving DNN Training Framework for Saving Energy. 2023 USENIX Annual Technical Conference (USENIX ATC 23). :851--864.
Song WWook, Um T, Elnikety S, Jeon M, Chun B-G.  2023.  Sponge: Fast Reactive Scaling for Stream Processing with Serverless Frameworks. 2023 USENIX Annual Technical Conference (USENIX ATC 23). :301--314.
2022
Choi S, Kim T, Jeong J, Ausavarungnirun R, Jeon M, Kwon Y, Ahn J.  2022.  Memory Harvesting in Multi-GPU Systems with Hierarchical Unified Virtual Memory. 2022 USENIX Annual Technical Conference (USENIX ATC 22). :625--638.
Kim T, Jeong S, Lee J, Lee S, Jeon M.  2022.  Sibylla: To Retry or Not To Retry on Deep Learning Job Failure. 2022 USENIX Annual Technical Conference (USENIX ATC 22). :263--270.
2021
Lim G, Ahn J, Xiao W, Kwon Y, Jeon M.  2021.  Zico: Efficient GPU Memory Sharing for Concurrent DNN Training. 2021 USENIX Annual Technical Conference (USENIX ATC 21). :161--175.
2019
Jeon M, Venkataraman S, Phanishayee A, Qian J, Xiao W, Yang F.  2019.  Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads. 2019 USENIX Annual Technical Conference (USENIX ATC 19). :947--960.
Gu J, Chowdhury M, Shin KG, Zhu Y, Jeon M, Qian J, Liu H, Guo C.  2019.  Tiresias: A GPU Cluster Manager for Distributed Deep Learning. 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19). :485--500.
2018
Pekhimenko G, Guo C, Jeon M, Huang P, Zhou L.  2018.  TerseCades: Efficient Data Compression in Stream Processing. 2018 USENIX Annual Technical Conference (USENIX ATC 18). :307--320.
2017
Miao H, Park H, Jeon M, Pekhimenko G, McKinley KS, Lin FXiaozhu.  2017.  StreamBox: Modern Stream Processing on a Multicore Machine. 2017 USENIX Annual Technical Conference (USENIX ATC 17). :617--629.