External vs. internal: an essay on machine learning agents for autonomous database management systems A Pavlo, M Butrovich, A Joshi, L Ma, P Menon, D Van Aken, L Lee, ... IEEE bulletin 42 (2), 2019 | 40 | 2019 |
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 | 39 | 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 | 31 | 2021 |
Mainlining databases: Supporting fast transactional workloads on universal columnar data file formats T Li, M Butrovich, A Ngom, WS Lim, W McKinney, A Pavlo arXiv preprint arXiv:2004.14471, 2020 | 27 | 2020 |
Everything is a transaction: Unifying logical concurrency control and physical data structure maintenance in database management systems L Zhang, M Butrovich, T Li, A Pavlo, Y Nannapaneni, J Rollinson, ... CIDR, 2021 | 11 | 2021 |
Litmus: Towards a practical database management system with verifiable acid properties and transaction correctness Y Xia, X Yu, M Butrovich, A Pavlo, S Devadas Proceedings of the 2022 international conference on management of data, 1478 …, 2022 | 10 | 2022 |
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 | 9 | 2022 |
Filter representation in vectorized query execution A Ngom, P Menon, M Butrovich, L Ma, WS Lim, TC Mowry, A Pavlo Proceedings of the 17th International Workshop on Data Management on New …, 2021 | 6 | 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 | 5 | 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 | 5 | 2023 |
On Embedding Database Management System Logic in Operating Systems via Restricted Programming Environments M Butrovich Carnegie Mellon University, 2024 | | 2024 |