| Fastflow: Accelerating deep learning model training with smart offloading of input data pipeline T Um, B Oh, B Seo, M Kweun, G Kim, WY Lee Proceedings of the VLDB Endowment 16 (5), 1086-1099, 2023 | 32 | 2023 |
| Apache REEF: Retainable evaluator execution framework BG Chun, T Condie, Y Chen, B Cho, A Chung, C Curino, C Douglas, ... ACM Transactions on Computer Systems (TOCS) 35 (2), 1-31, 2017 | 10 | 2017 |
| High-performance stateful stream processing on solid-state drives G Lee, J Eo, J Seo, T Um, BG Chun Proceedings of the 9th Asia-Pacific Workshop on Systems, 1-7, 2018 | 7 | 2018 |
| Metis: Fast Automatic Distributed Training on Heterogeneous GPUs T Um, B Oh, M Kang, WY Lee, G Kim, D Kim, Y Kim, M Muzzammil, ... 2024 USENIX Annual Technical Conference (USENIX ATC 24), 563-578, 2024 | 6 | 2024 |
| Apache Nemo: A Framework for Optimizing Distributed Data Processing WW Song, Y Yang, J Eo, J Seo, JY Kim, S Lee, G Lee, T Um, H Cho, ... ACM Transactions on Computer Systems (TOCS) 38 (3-4), 1-31, 2021 | 6 | 2021 |
| Sponge: Fast reactive scaling for stream processing with serverless frameworks WW Song, T Um, S Elnikety, M Jeon, BG Chun 2023 USENIX Annual Technical Conference (USENIX ATC 23), 301-314, 2023 | 5 | 2023 |
| Pluto: high-performance IoT-aware stream processing T Um, G Lee, BG Chun 2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021 | 5 | 2021 |
| Flowkv: a semantic-aware store for large-scale state management of stream processing engines G Lee, J Maeng, J Park, J Seo, H Cho, Y Yang, T Um, J Lee, JW Lee, ... Proceedings of the Eighteenth European Conference on Computer Systems, 768-783, 2023 | 4 | 2023 |
| Pokémem: Taming wild memory consumers in apache spark M Kweun, G Kim, B Oh, S Jung, T Um, WY Lee 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2022 | 3 | 2022 |
| Scaling up IoT stream processing T Um, G Lee, S Lee, K Kim, BG Chun Proceedings of the 8th Asia-Pacific Workshop on Systems, 1-7, 2017 | 3 | 2017 |
| Blaze: Holistic Caching for Iterative Data Processing. WW Song, J Eo, T Um, M Jeon, BG Chun Proceedings of the Nineteenth European Conference on Computer Systems, 370-386, 2024 | 1 | 2024 |
| Electronic device and controlling method of electronic device UM Taegeon, M Kweun, B Oh US Patent App. 18/399,061, 2024 | | 2024 |
