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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
232019
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
162021
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
142020
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
72021
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
52021
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
42021
Litmus: Towards a Practical Database Management System with Verifiable ACID Properties and Transaction Correctness
Y Xia, X Yu, M Butrovich, A Pavlo, S Devadas
1
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
2022
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