Cumulon: optimizing statistical data analysis in the cloud. - Botong Huang; Shivnath Babu; Jun Yang 001 (SIGMOD Conference, 2013)

Cumulon: Cloud-Based Statistical Analysis from Users Perspective. - Botong Huang; Nicholas W. D. Jarrett; Shivnath Babu; Sayan Mukherjee 001; Jun Yang 001 (IEEE Data Eng. Bull., 2014)

Resource Elasticity for Large-Scale Machine Learning. - Botong Huang; Matthias Boehm 001; Yuanyuan Tian 001; Berthold Reinwald; Shirish Tatikonda; Frederick R. Reiss (SIGMOD Conference, 2015)

Cumulon: Matrix-Based Data Analytics in the Cloud with Spot Instances. - Botong Huang; Nicholas W. D. Jarrett; Shivnath Babu; Sayan Mukherjee 001; Jun Yang 001 (Proc. VLDB Endow., 2015)

Cumulon: Simplified Matrix-Based Data Analytics in the Cloud. - Botong Huang (2016)

Cümülön-D: Data Analytics in a Dynamic Spot Market. - Botong Huang; Jun Yang 001 (Proc. VLDB Endow., 2017)

Hydra: a federated resource manager for data-center scale analytics. - Carlo Curino; Subru Krishnan; Konstantinos Karanasos; Sriram Rao; Giovanni Matteo Fumarola; Botong Huang; Kishore Chaliparambil; Arun Suresh; Young Chen; Solom Heddaya; Roni Burd; Sarvesh Sakalanaga; et al. (NSDI, 2019)

Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing. - Zuozhi Wang; Kai Zeng 002; Botong Huang; Wei Chen 133; Xiaozong Cui; Bo Wang; Ji Liu; Liya Fan; Dachuan Qu; Zhenyu Hou; Tao Guan; Chen Li 001; et al. (SIGMOD Conference, 2020)

Tempura: A General Cost Based Optimizer Framework for Incremental Data Processing (Extended Version). - Zuozhi Wang; Kai Zeng 002; Botong Huang; Wei Chen 133; Xiaozong Cui; Bo Wang; Ji Liu; Liya Fan; Dachuan Qu; Zhenyu Hou; Tao Guan; Chen Li 001; et al. (CoRR, 2020)

Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing. - Zuozhi Wang; Kai Zeng 002; Botong Huang; Wei Chen 133; Xiaozong Cui; Bo Wang; Ji Liu; Liya Fan; Dachuan Qu; Zhenyu Hou; Tao Guan; Chen Li 001; et al. (Proc. VLDB Endow., 2020)

Baihe: SysML Framework for AI-driven Databases. - Andreas Pfadler; Rong Zhu; Wei Chen 133; Botong Huang; Tianjing Zeng; Bolin Ding; Jingren Zhou 001 (CoRR, 2021)

Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version). - Zuozhi Wang; Kai Zeng 002; Botong Huang; Wei Chen 133; Xiaozong Cui; Bo Wang; Ji Liu; Liya Fan; Dachuan Qu; Zhenyu Hou; Tao Guan; Chen Li 001; et al. (VLDB J., 2023)

Streaming Democratized: Ease Across the Latency Spectrum with Delayed View Semantics and Snowflake Dynamic Tables. - Daniel Sotolongo; Daniel Mills; Tyler Akidau; Anirudh Santhiar; Attila-Péter Tóth; Botong Huang; Boyuan Zhang 004; Igor Belianski; Ling Geng; Matt Uhlar; Nikhil Shah; Olivia Zhou; et al. (SIGMOD Conference Companion, 2025)

Agamotto: Scheduling of Deadline-Oriented Incremental Query Execution under Uncertain Resource Price. - Botong Huang; Lianggui Weng; Wei Chen 133; Zuozhi Wang; Kai Zeng 002; Chen Li 001; Yihui Feng; Bolin Ding; Jingren Zhou 001 (Proc. VLDB Endow., 2025)