Lineage Checkpoint Approach for Long-lineage Problem in Apache Spark. - Minhyeok Kweun; Woo-Yeon Lee; Goeun Kim; Jisoo Hwang; Yoonkyong Lee (IEEE BigData, 2020)

PokéMem: Taming Wild Memory Consumers in Apache Spark. - Minhyeok Kweun; Goeun Kim; Byungsoo Oh; Seongho Jung; Taegeon Um; Woo-Yeon Lee (IPDPS, 2022)

FastFlow: Accelerating Deep Learning Model Training with Smart Offloading of Input Data Pipeline. - Taegeon Um; Byungsoo Oh; Byeongchan Seo; Minhyeok Kweun; Goeun Kim; Woo-Yeon Lee (Proc. VLDB Endow., 2023)