Concepedia

Matthew Butrovich

MB

6

Publications

117

Citations

6

H-Index

2019

Active since

Affiliations

Carnegie Mellon University(Current)

Matthew Butrovich is an author at Carnegie Mellon University specializing in management, data science, and data integration.

Top concepts

ManagementEngineeringData ScienceData ManagementData IntegrationComputer ScienceArtificial IntelligenceData ModelingMachine LearningIntelligent Systems

Publications per year

2019–2023

6

Publications

6

MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems

Lin Ma, William Zhang, Jie Jiao et al. · 2021 · 32 citations · Full text

Software Maintenance, Artificial Intelligence, Engineering +20

Make your database system dream of electric sheep

Andrew Pavlo, Matthew Butrovich, Lin Ma et al. · Proceedings of the VLDB Endowment · 2021 · 28 citations

Artificial Intelligence, Engineering, Machine Learning +22

External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems

Andrew Pavlo, Matthew Butrovich, Ananya Joshi et al. · IEEE Data(base) Engineering Bulletin · 2019 · 22 citations

Artificial Intelligence, Database Design, Engineering +14

Mainlining databases

Tianyu Li, Matthew Butrovich, Amadou Ngom et al. · Proceedings of the VLDB Endowment · 2020 · 15 citations

Engineering, Data Science, Database Support +14

Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems

Matthew Butrovich, Wan Shen Lim, Lin Ma et al. · Proceedings of the 2022 International Conference on Management of Data · 2022 · 10 citations · Full text

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