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ORCIDMatthew Butrovich
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- affiliation: Carnegie Mellon University, Pittsburgh, PA, USA
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2020 – today
- 2024
[j6]William Zhang, Wan Shen Lim, Matthew Butrovich, Andrew Pavlo:
The Holon Approach for Simultaneously Tuning Multiple Components in a Self-Driving Database Management System with Machine Learning via Synthesized Proto-Actions. Proc. VLDB Endow. 17(11): 3373-3387 (2024)- [j5]Wan Shen Lim, Lin Ma
, William Zhang, Matthew Butrovich, Samuel Arch, Andrew Pavlo:
Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems. Proc. VLDB Endow. 17(11): 3680-3693 (2024) - 2023
- [j4]Matthew Butrovich, Karthik Ramanathan, John Rollinson, Wan Shen Lim, William Zhang, Justine Sherry, Andrew Pavlo:
Tigger: A Database Proxy That Bounces With User-Bypass. Proc. VLDB Endow. 16(11): 3335-3348 (2023) - [c6]Wan Shen Lim, Matthew Butrovich, William Zhang, Andrew Crotty, Lin Ma, Peijing Xu, Johannes Gehrke, Andrew Pavlo:
Database Gyms. CIDR 2023 - 2022
- [c5]Matthew Butrovich, Wan Shen Lim, Lin Ma, John Rollinson, William Zhang, Yu Xia, Andrew Pavlo:
Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems. SIGMOD Conference 2022: 617-630 - [c4]Yu Xia, Xiangyao Yu, Matthew Butrovich, Andrew Pavlo, Srinivas Devadas:
Litmus: Towards a Practical Database Management System with Verifiable ACID Properties and Transaction Correctness. SIGMOD Conference 2022: 1478-1492 - 2021
- [j3]Andy Pavlo, Matthew Butrovich, Lin Ma, Prashanth Menon, Wan Shen Lim, Dana Van Aken, William Zhang:
Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation. Proc. VLDB Endow. 14(12): 3211-3221 (2021) - [c3]Ling Zhang, Matthew Butrovich, Tianyu Li, Andrew Pavlo, Yash Nannapaneni, John Rollinson, Huanchen Zhang, Ambarish Balakumar, Daniel Biales, Ziqi Dong, Emmanuel J. Eppinger, Jordi E. Gonzalez, Wan Shen Lim, Jianqiao Liu, Lin Ma, Prashanth Menon, Soumil Mukherjee, Tanuj Nayak, Amadou Ngom, Dong Niu, Deepayan Patra, Poojita Raj, Stephanie Wang, Wuwen Wang, Yao Yu, William Zhang:
Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems. CIDR 2021 - [c2]Amadou Ngom, Prashanth Menon, Matthew Butrovich, Lin Ma, Wan Shen Lim, Todd C. Mowry, Andrew Pavlo:
Filter Representation in Vectorized Query Execution. DaMoN 2021: 6:1-6:7 - [c1]Lin Ma, William Zhang, Jie Jiao, Wuwen Wang, Matthew Butrovich, Wan Shen Lim, Prashanth Menon, Andrew Pavlo:
MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems. SIGMOD Conference 2021: 1248-1261 - 2020
- [j2]Tianyu Li, Matthew Butrovich, Amadou Ngom, Wan Shen Lim, Wes McKinney, Andrew Pavlo:
Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats. Proc. VLDB Endow. 14(4): 534-546 (2020) - [i1]Tianyu Li, Matthew Butrovich, Amadou Ngom, Wan Shen Lim, Wes McKinney, Andrew Pavlo:
Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats. CoRR abs/2004.14471 (2020)
2010 – 2019
- 2019
- [j1]Andrew Pavlo, Matthew Butrovich, Ananya Joshi, Lin Ma, Prashanth Menon, Dana Van Aken, Lisa Lee, Ruslan Salakhutdinov:
External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems. IEEE Data Eng. Bull. 42(2): 32-46 (2019)
Coauthor Index
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