| 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 | 491* | 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 | 452 | 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 | 204 | 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 | 176 | 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 | 124 | 2014 |
| {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 | 98 | 2017 |
| 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 | 91 | 2010 |
| 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 | 72 | 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 | 59 | 2008 |
| 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 | 54 | 2021 |
| {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 | 44 | 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 | 42 | 2019 |
| 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 | 41 | 2016 |
| CarM: Hierarchical episodic memory for continual learning S Lee, M Weerakoon, J Choi, M Zhang, D Wang, M Jeon Proceedings of the 59th ACM/IEEE Design Automation Conference, 1147-1152, 2022 | 22 | 2022 |
| 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 | 21 | 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 | 18 | 2012 |
| 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 | 17 | 2022 |
| {EnvPipe}: Performance-preserving {DNN} training framework for saving energy S Choi, I Koo, J Ahn, M Jeon, Y Kwon 2023 USENIX Annual Technical Conference (USENIX ATC 23), 851-864, 2023 | 16 | 2023 |
| 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 | 14 | 2022 |
| Cost-effective on-device continual learning over memory hierarchy with Miro X Ma, S Jeong, M Zhang, D Wang, J Choi, M Jeon Proceedings of the 29th Annual International Conference on Mobile Computing …, 2023 | 13 | 2023 |