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2020 – today
- 2024
[i3]Beomyeol Jeon, Chen Wang, Diana Arroyo, Alaa Youssef, Indranil Gupta:
A House United Within Itself: SLO-Awareness for On-Premises Containerized ML Inference Clusters via Faro. CoRR abs/2409.19488 (2024)- 2023
- [i2]Beomyeol Jeon, Linda Cai, Chirag Shetty, Pallavi Srivastava, Jintao Jiang, Xiaolan Ke, Yitao Meng, Cong Xie, Indranil Gupta:
Baechi: Fast Device Placement of Machine Learning Graphs. CoRR abs/2301.08695 (2023) - 2021
- [c3]Beomyeol Jeon
, S. M. Ferdous, Muntasir Raihan Rahman, Anwar Walid:
Privacy-Preserving Decentralized Aggregation for Federated Learning. INFOCOM Workshops 2021: 1-6 - 2020
- [c2]Beomyeol Jeon, Linda Cai, Pallavi Srivastava, Jintao Jiang, Xiaolan Ke, Yitao Meng, Cong Xie, Indranil Gupta:
Baechi: fast device placement of machine learning graphs. SoCC 2020: 416-430 - [i1]Beomyeol Jeon, S. M. Ferdous, Muntasir Raihan Rahman, Anwar Walid:
Privacy-preserving Decentralized Aggregation for Federated Learning. CoRR abs/2012.07183 (2020)
2010 – 2019
- 2019
- [c1]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:
Automating System Configuration of Distributed Machine Learning. ICDCS 2019: 2057-2067 - 2017
- [j1]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:
Apache REEF: Retainable Evaluator Execution Framework. ACM Trans. Comput. Syst. 35(2): 5:1-5:31 (2017)
Coauthor Index
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