publications

Publications are listed in reverse chronological order.

2022

  1. Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems
    Matthew ButrovichWan Shen LimLin Ma and 4 more authors
    In SIGMOD Conference 2022
  2. Litmus: Towards a Practical Database Management System with Verifiable ACID Properties and Transaction Correctness
    Yu XiaXiangyao YuMatthew Butrovich and 2 more authors
    In SIGMOD Conference 2022

2021

  1. Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation
    Andrew PavloMatthew ButrovichLin Ma and 4 more authors
    Proc. VLDB Endow. 2021
  2. MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems
    Lin MaWilliam Zhang,  Jie Jiao and 5 more authors
    In SIGMOD Conference 2021
  3. Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems
    Ling Zhang,  Matthew ButrovichTianyu Li and 23 more authors
    In CIDR 2021
  4. Filter Representation in Vectorized Query Execution
    Amadou NgomPrashanth MenonMatthew Butrovich and 4 more authors
    In DaMoN 2021

2020

  1. Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats
    Tianyu LiMatthew ButrovichAmadou Ngom and 3 more authors
    Proc. VLDB Endow. 2020

2019

  1. External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems
    Andrew PavloMatthew Butrovich,  Ananya Joshi and 5 more authors
    IEEE Data Eng. Bull. 2019