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; et al. (ACM Trans. Comput. Syst., 2017)

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 (ICDCS, 2019)

Baechi: fast device placement of machine learning graphs. - Beomyeol Jeon; Linda Cai; Pallavi Srivastava; Jintao Jiang; Xiaolan Ke; Yitao Meng; Cong Xie; Indranil Gupta (SoCC, 2020)

Privacy-Preserving Decentralized Aggregation for Federated Learning. - Beomyeol Jeon; S. M. Ferdous; Muntasir Raihan Rahman; Anwar Walid (INFOCOM Workshops, 2021)

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)

A House United Within Itself: SLO-Awareness for On-Premises Containerized ML Inference Clusters via Faro. - Beomyeol Jeon; Chen Wang 039; Diana Arroyo; Alaa Youssef; Indranil Gupta (EuroSys, 2025)