Woo-Yeon Lee

Most-cited papers

1. FastFlow: Accelerating Deep Learning Model Training with Smart Offloading of Input Data Pipeline

   Taegeon Um, Byungsoo Oh, Byeongchan Seo, Minhyeok Kweun +2 more

   2023Proceedings of the VLDB Endowment53 citations

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2. Automating System Configuration of Distributed Machine Learning

   Woo-Yeon Lee, Markus Weimer, Brian Cho, Byung-Gon Chun +8 more

   2019IEEE International Conference on Distributed Computing Systems16 citations

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3. Dolphin : Runtime Optimization for Distributed Machine Learning

   Byung-Gon Chun, Brian Cho, Beomyeol Jeon, Joo Seong Jeong +7 more

   201611 citations

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4. Elastic Memory: Bring Elasticity Back to In-Memory Big Data Analytics

   Joo Seong Jeong, Woo-Yeon Lee, Yunseong Lee, Youngseok Yang +2 more

   2015USENIX Workshop on Hot Topics in Operating Systems8 citations

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5. Lineage Checkpoint Approach for Long-lineage Problem in Apache Spark

   Minhyeok Kweun, Woo-Yeon Lee, Goeun Kim, Jisoo Hwang +1 more

   20202020 IEEE International Conference on Big Data (Big Data)6 citations

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6. PokéMem: Taming Wild Memory Consumers in Apache Spark

   Minhyeok Kweun, Goeun Kim, Byungsoo Oh, Seong-In Jung +2 more

   2022IEEE International Parallel and Distributed Processing Symposium4 citations

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7. Harmony: A Scheduling Framework Optimized for Multiple Distributed Machine Learning Jobs

   Woo-Yeon Lee, Yunseong Lee, W. Song, Youngseok Yang +2 more

   2021IEEE International Conference on Distributed Computing Systems4 citations

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