Work

Enzyme: Incremental View Maintenance for Data Engineering

Year: 2026

Type: conference-paper

Abstract: Materialized views are a core construct in database systems, used to accelerate analytical queries and optimize batch pipelines for extract–transform–load (ETL) workflows. Maintaining view consistency as underlying data evolves is a fundamental challenge, especially in high-throughput and real-time settings. Incremental view maintenance (IVM) has been studied for decades and continues to attract significant investment from major database vendors. However, most industrial systems either offer limited SQL-operator coverage or require users to hand-tune refresh strategies.

Source: ACM SIGMOD International Conference on Management of Data (SIGMOD)

DOI: 10.1145/3788853.3803098

Authors: Ritwik Yadav, Supun Abeysinghe, Min Yang, Jeffrey Helt, Manuel Ung, Yuhong Chen, Melody Hu, William Wei, Yiming Yang, Tom van Bussel, Sourav Chatterji, Indrajit Roy, Paul Lappas, Yannis Papakonstantinou, Tahir Fayyaz, Bilal Aslam, Ross Bunker, Michael Armbrust, Shrikanth Shankar

Institutions: Databricks (United States), Google (United States)

Language: English

Topic: Advanced Database Systems and Queries

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W7160401615

FWCI: 1.841

Cites: 28

Cited by: 1

Related to: 10