Taegeon Um

According to our database, Taegeon Um authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Metis: Fast Automatic Distributed Training on Heterogeneous GPUs.

Taegeon Um, Byungsoo Oh, Minyoung Kang, Woo-Yeon Lee, Goeun Kim, Dongseob Kim, Youngtaek Kim, Mohd Muzzammil, Myeongjae Jeon

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

Blaze: Holistic Caching for Iterative Data Processing.

Won Wook Song, Jeongyoon Eo, Taegeon Um, Myeongjae Jeon, Byung-Gon Chun

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

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

Sponge: Fast Reactive Scaling for Stream Processing with Serverless Frameworks.

Won Wook Song, Taegeon Um, Sameh Elnikety, Myeongjae Jeon, Byung-Gon Chun

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

FlowKV: A Semantic-Aware Store for Large-Scale State Management of Stream Processing Engines.

Gyewon Lee, Jaewoo Maeng, Jinsol Park, Jangho Seo, Haeyoon Cho, Youngseok Yang, Taegeon Um, Jongsung Lee, Jae W. Lee, Byung-Gon Chun

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

2022

PokéMem: Taming Wild Memory Consumers in Apache Spark.

Minhyeok Kweun, Goeun Kim, Byungsoo Oh, Seongho Jung, Taegeon Um, Woo-Yeon Lee

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

2021

Pluto: High-Performance IoT-Aware Stream Processing.

Taegeon Um, Gyewon Lee, Byung-Gon Chun

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

2020

Apache Nemo: A Framework for Optimizing Distributed Data Processing.

Won Wook Song, Youngseok Yang, Jeongyoon Eo, Jangho Seo, Joo Yeon Kim, Sanha Lee, Gyewon Lee, Taegeon Um, Haeyoon Cho, Byung-Gon Chun

ACM Trans. Comput. Syst., 2020

2018

High-Performance Stateful Stream Processing on Solid-State Drives.

Gyewon Lee, Jeongyoon Eo, Jangho Seo, Taegeon Um, Byung-Gon Chun

Proceedings of the 9th Asia-Pacific Workshop on Systems, 2018

2017

Apache REEF: Retainable Evaluator Execution Framework.

Byung-Gon Chun, Tyson Condie, Yingda Chen, Brian Cho, Andrew Chung, Carlo Curino, Chris Douglas, Matteo Interlandi, Beomyeol Jeon, Joo Seong Jeong, Gyewon Lee, Yunseong Lee, Tony Majestro, Dahlia Malkhi, Sergiy Matusevych, Brandon Myers, Mariia Mykhailova, Shravan M. Narayanamurthy, Joseph Noor, Raghu Ramakrishnan, Sriram Rao, Russell Sears, Beysim Sezgin, Taegeon Um, Julia Wang, Markus Weimer, Youngseok Yang

ACM Trans. Comput. Syst., 2017

Scaling Up IoT Stream Processing.

Taegeon Um, Gyewon Lee, Sanha Lee, Kyungtae Kim, Byung-Gon Chun

Proceedings of the 8th Asia-Pacific Workshop on Systems, Mumbai, India, September 2, 2017, 2017