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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
  • Azure Synapse Analytics
  • Kubernetes
  • Spark Workload Qualification
  • Oracle Cloud Infrastructure
  • Spark3 GPU Configuration Guide on Yarn 3.2.1

Tuning

  • Tuning Guide
  • 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
  • Profiling Tool - Jar Usage
  • Examples
  • Glossary
  • Contact Us

Index

A | C | D | E | G | M | R | S | T | U

A

  • ABFS
  • App Duration
  • App ID
  • App Name
  • AUTO_TUNER

C

  • Collection Mode
  • Combined Mode
  • Compare Mode
  • CSP
  • cuDF

D

  • DBFS

E

  • Estimated GPU Duration
  • Estimated GPU Speedup
  • Estimated GPU Speedup Category
  • ETL

G

  • GCS

M

  • MIG

R

  • RDD
  • RDMA

S

  • SparkPlan

T

  • Total Core Seconds

U

  • UCX
  • UDF
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Last updated on Apr 23, 2025.