publications

2025

  1. bpfdb.png
    BPF-DB: A Kernel-Embedded Transactional Database Management System For eBPF Applications
    Matthew Butrovich, Samuel Arch, Wan Shen Lim, and 3 more authors
    In SIGMOD Conference, 2025
    PDF

2024

  1. vldb24_holon.png
    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, Matthew Butrovich, and 1 more author
    Proc. VLDB Endow., 2024
    PDF
  2. vldb24_gym.png
    Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems
    Wan Shen Lim, Lin Ma, William Zhang, and 3 more authors
    Proc. VLDB Endow., 2024
    PDF

2023

  1. vldb23tigger.png
    Tigger: A Database Proxy That Bounces With User-Bypass
    Matthew Butrovich, Karthik Ramanathan, John Rollinson, and 4 more authors
    Proc. VLDB Endow., 2023
    PDF
  2. cidr2022_gym.png
    Database Gyms
    Wan Shen Lim, Matthew Butrovich, William Zhang, and 5 more authors
    In CIDR, 2023
    PDF

2022

  1. moddm074-butrovich.png
    Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems
    Matthew Butrovich, Wan Shen Lim, Lin Ma, and 4 more authors
    In SIGMOD Conference, 2022
    PDF Video
  2. yu-litmusdb-sigmod2022.png
    Litmus: Towards a Practical Database Management System with Verifiable ACID Properties and Transaction Correctness
    Yu Xia, Xiangyao Yu, Matthew Butrovich, and 2 more authors
    In SIGMOD Conference, 2022
    PDF

2021

  1. p3211-pavlo.png
    Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation
    Andrew Pavlo, Matthew Butrovich, Lin Ma, and 4 more authors
    Proc. VLDB Endow., 2021
    PDF
  2. ma-sigmod2021.png
    MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems
    Lin Ma, William Zhang, Jie Jiao, and 5 more authors
    In SIGMOD Conference, 2021
    PDF
  3. cidr2021_paper06.png
    Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems
    Ling Zhang, Matthew Butrovich, Tianyu Li, and 23 more authors
    In CIDR, 2021
    PDF
  4. ngom-damon2021.png
    Filter Representation in Vectorized Query Execution
    Amadou Ngom, Prashanth Menon, Matthew Butrovich, and 4 more authors
    In DaMoN, 2021
    PDF

2020

  1. p534-li.png
    Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats
    Tianyu Li, Matthew Butrovich, Amadou Ngom, and 3 more authors
    Proc. VLDB Endow., 2020
    PDF

2019

  1. pavlo-icde-bulletin2019.png
    External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems
    Andrew Pavlo, Matthew Butrovich, Ananya Joshi, and 5 more authors
    IEEE Data Eng. Bull., 2019
    PDF