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Spark RAPIDS User Guide - Home Spark RAPIDS User Guide - Home

Spark RAPIDS User Guide

Spark RAPIDS User Guide - Home Spark RAPIDS User Guide - Home

Spark RAPIDS User Guide

Table of Contents

Overview

  • Overview

Qualification Tool

  • Overview
  • Quickstart
  • Output Details
  • Benchmark Environments

Getting Started

  • Overview
  • On-prem Cluster or Local Mode
  • AWS EMR
  • Databricks
  • GCP Dataproc
  • Dataproc Serverless
  • GCP Google Kubernetes Engine (GKE)
  • Azure Synapse Analytics
  • Kubernetes
  • Spark Workload Qualification
  • Oracle Cloud Infrastructure
  • Spark3 GPU Configuration Guide on Yarn 3.2.1

Tuning

  • Tuning Guide
  • AutoTuner Configuration
  • Best Practices

Profiling Tool

  • Overview
  • Quickstart
  • Output Details

Additional Functionality

  • RAPIDS Accelerator for Apache Spark ML Library Integration
  • RAPIDS Shuffle Manager
  • Apache Iceberg Support
  • Delta Lake Support
  • RAPIDS Accelerator File Cache

Appendixes

  • Frequently Asked Questions
  • Qualification Tool - Jar Usage
  • Qualification Tool — Supported Features
  • Profiling Tool - Jar Usage
  • Self Profiler
  • Examples
  • Previous Releases
  • Glossary
  • Contact Us
  • Previous Releases
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Previous Releases#

Spark RAPIDS User Guide 23.X Releases#

  • RAPIDS Accelerator for Apache Spark - User Guide 23.12.2

  • RAPIDS Accelerator for Apache Spark - User Guide 23.12.1

  • RAPIDS Accelerator for Apache Spark - User Guide 23.12

  • RAPIDS Accelerator for Apache Spark - User Guide 23.10

  • RAPIDS Accelerator for Apache Spark - User Guide 23.08

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Examples

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Glossary

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  • Spark RAPIDS User Guide 23.X Releases
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Last updated on Jan 27, 2026.