Matthew Butrovich
Matthew Butrovich
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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
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
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
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
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
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
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
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
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
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
On Embedding Database Management System Logic in Operating Systems via Restricted Programming Environments
M Butrovich
Carnegie Mellon University, 2024
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