Andrew Pavlo

Carnegie Mellon University

United States

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Articles (12)

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2024

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2024

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2024

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2022

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2021

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2021

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2021

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2021

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2020

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2020

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2020

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2020

Collaborators (3)

Daniel J. Abadi

University of Maryland

UNITED STATES

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Dan Suciu

University of Washington

UNITED STATES

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Lin Ma

University of Michigan–Ann Arbor

UNITED STATES

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Andrew Pavlo

Research Interests

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Articles (12)

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

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

What Goes Around Comes Around... and Around...

The Seattle Report on Database Research

Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation

An Inquiry into Machine Learning-Based Automatic Configuration Tuning Services on Real-World Database Management Systems

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Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats

Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling

Taurus: Lightweight Parallel Logging for in-Memory Database Management Systems

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The Seattle Report on Database Research

Collaborators (3)

Daniel J. Abadi

Dan Suciu

Lin Ma

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