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Goeun Kim
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 4
Top Topics
Training Phase
Distributed Data Sources
Open Source Software
Heterogeneous Data
Top Venues
USENIX ATC
Proc. VLDB Endow.
IEEE BigData
IPDPS
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Publications
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Taegeon Um
,
Byungsoo Oh
,
Minyoung Kang
,
Woo-Yeon Lee
,
Goeun Kim
,
Dongseob Kim
,
Youngtaek Kim
,
Mohd Muzzammil
,
Myeongjae Jeon
Metis: Fast Automatic Distributed Training on Heterogeneous GPUs.
USENIX ATC
(2024)
Taegeon Um
,
Byungsoo Oh
,
Byeongchan Seo
,
Minhyeok Kweun
,
Goeun Kim
,
Woo-Yeon Lee
FastFlow: Accelerating Deep Learning Model Training with Smart Offloading of Input Data Pipeline.
Proc. VLDB Endow.
16 (5) (2023)
Minhyeok Kweun
,
Goeun Kim
,
Byungsoo Oh
,
Seongho Jung
,
Taegeon Um
,
Woo-Yeon Lee
PokéMem: Taming Wild Memory Consumers in Apache Spark.
IPDPS
(2022)
Minhyeok Kweun
,
Woo-Yeon Lee
,
Goeun Kim
,
Jisoo Hwang
,
Yoonkyong Lee
Lineage Checkpoint Approach for Long-lineage Problem in Apache Spark.
IEEE BigData
(2020)