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Designing GPU-Accelerated Query Engines with NVIDIA GQE

NVIDIA GQE is an open-source library that helps developers build GPU-accelerated SQL query engines. It provides building blocks for query compilation, execution, and data management on GPUs, enabling higher throughput and lower latency for database and analytics workloads compared to CPU-only engines.

Background

NVIDIA GQE (GPU Query Engine) is a new open-source library that lets developers build database query engines — the software that processes SQL queries — to run on NVIDIA GPUs instead of traditional CPUs. It is part of a broader trend: as data volumes explode, companies want to accelerate analytics and data processing (e.g., in Spark, databases, or AI pipelines) using the massive parallelism of GPUs.

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Designing GPU-Accelerated Query Engines with NVIDIA GQE

Background

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