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Matthew Butrovich | Researchclopedia

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Matthew Butrovich

Carnegie Mellon University ORCID

13

Works

154

Citations

7

h-index

6

i10-index

Research Topics

Advanced Database Systems and Queries Distributed systems and fault tolerance Advanced Data Storage Technologies

Affiliations

Massachusetts Institute of Technology2021–2021

Carnegie Mellon University2020–2025

Top Works

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

Lin Ma,William Zhang,et al.

202133 citations

Software System Performance and Reliability

Data Stream Mining Techniques

Make your database system dream of electric sheep

Andrew Pavlo,Matthew Butrovich,et al.

202128 citations

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

Andrew Pavlo,Matthew Butrovich,et al.

201922 citations

Mainlining databases

Tianyu Li,Matthew Butrovich,et al.

202015 citations

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

Matthew Butrovich,Wan Shen Lim,et al.

202211 citations

Tigger: A Database Proxy That Bounces with User-Bypass

Matthew Butrovich,Karthik Ramanathan,et al.

202311 citations

The Holon Approach for Simultaneously Tuning Multiple Components in a Self-Driving Database Management System with Machine Learning via Synthesized Proto-Actions

William Zhang,Wan Shen Lim,et al.

20249 citations

Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems

Wan Shen Lim,Lin Ma,et al.

20247 citations

Litmus: Towards a Practical Database Management System with Verifiable ACID Properties and Transaction Correctness

Yu Xia,Xiangyao Yu,et al.

20227 citations