Beomyeol Jeon

According to our database, Beomyeol Jeon authored at least 6 papers between 2017 and 2025.

Collaborative distances:

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

2025

A House United Within Itself: SLO-Awareness for On-Premises Containerized ML Inference Clusters via Faro.

Beomyeol Jeon, Chen Wang, Diana Arroyo, Alaa Youssef, Indranil Gupta

Proceedings of the Twentieth European Conference on Computer Systems, 2025

2023

Baechi: Fast Device Placement of Machine Learning Graphs.

Beomyeol Jeon, Linda Cai, Chirag Shetty, Pallavi Srivastava, Jintao Jiang, Xiaolan Ke, Yitao Meng, Cong Xie, Indranil Gupta

CoRR, 2023

2021

Privacy-Preserving Decentralized Aggregation for Federated Learning.

Beomyeol Jeon, S. M. Ferdous, Muntasir Raihan Rahman, Anwar Walid

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

2020

Baechi: fast device placement of machine learning graphs.

Beomyeol Jeon, Linda Cai, Pallavi Srivastava, Jintao Jiang, Xiaolan Ke, Yitao Meng, Cong Xie, Indranil Gupta

Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

2019

Automating System Configuration of Distributed Machine Learning.

Woo-Yeon Lee, Markus Weimer, Brian Cho, Byung-Gon Chun, Yunseong Lee, Joo Seong Jeong, Gyeong-In Yu, Jooyeon Kim, Hojin Park, Beomyeol Jeon, Won Wook Song, Gunhee Kim

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

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