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Vectorized Execution Engines · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesVectorized Execution Engines

Query processing architectures that operate on batches of data to optimize CPU usage.

Distinguishing note: Specifically targets columnar batch processing for analytical performance.

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  • duckdb/duckdb

    duckdb/duckdb

    36,196View on GitHub↗

    DuckDB is an in-process analytical database engine designed to run directly within an application process. As a zero-dependency, embedded system, it provides enterprise-grade SQL data processing capabilities without the overhead of managing a dedicated database server. It is built to handle complex analytical and aggregation tasks by storing and retrieving information in columns, allowing for high-performance relational data manipulation. The engine distinguishes itself through a columnar vectorized execution model that maximizes CPU cache efficiency during query operations. It employs adapti

    Processes data in batches of columns to maximize CPU cache efficiency during analytical operations.

    C++analyticsdatabaseembedded-database
    36,196View on GitHub↗