| MB2: decomposed behavior modeling for self-driving database management systems L Ma, W Zhang, J Jiao, W Wang, M Butrovich, WS Lim, P Menon, A Pavlo Proceedings of the 2021 International Conference on Management of Data, 1248 …, 2021 | 50 | 2021 |
| Make your database system dream of electric sheep: towards self-driving operation A Pavlo, M Butrovich, L Ma, P Menon, WS Lim, D Van Aken, W Zhang Proceedings of the VLDB Endowment 14 (12), 3211-3221, 2021 | 42 | 2021 |
| Tigger: A database proxy that bounces with user-bypass M Butrovich, K Ramanathan, J Rollinson, WS Lim, W Zhang, J Sherry, ... Proceedings of the VLDB Endowment 16 (11), 3335-3348, 2023 | 14 | 2023 |
| Database gyms WS Lim, M Butrovich, W Zhang, A Crotty, L Ma, P Xu, J Gehrke, A Pavlo Conference on Innovative Data Systems Research, 2023 | 14 | 2023 |
| Tastes great! less filling! high performance and accurate training data collection for self-driving database management systems M Butrovich, WS Lim, L Ma, J Rollinson, W Zhang, Y Xia, A Pavlo Proceedings of the 2022 International Conference on Management of Data, 617-630, 2022 | 13 | 2022 |
| Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems WS Lim, L Ma, W Zhang, M Butrovich, S Arch, A Pavlo Proceedings of the VLDB Endowment 17 (11), 3680-3693, 2024 | 1 | 2024 |
| The Holon Approach for Simultaneously Tuning Multiple Components in a Self-Driving Database Management System with Machine Learning via Synthesized Proto-Actions W Zhang, WS Lim, M Butrovich, A Pavlo Proceedings of the VLDB Endowment 17 (11), 3373-3387, 2024 | 1 | 2024 |
