Accelerating Apache Spark with Zero Code Changes

Spark-RAPIDS

• Overview
  
  • Performance & Cost Benefits
  • Ease of Use
  • A Unified AI framework for ETL + ML/DL
• General Cluster information
  
  • Display GPU information
  • Launchpad Environment Information

Lab #1: Microbenchmark Lab

• Overview
• Running Microbenchmark

Lab #2: Mortgage Benchmark Lab

• Overview
• Running Mortgage Benchmark

Lab #3: Churn Benchmark Lab

• Overview
• Running Churn Benchmark

Lab #4: Qualification & Profiling Tool Benchmark

• Overview
  
  • Setting up the environment
• Running Qualification & Profiling Tool Benchmark

Next Steps

• Next Steps

Appendix

• Appendix
  
  • What is Kubernetes?
    
    • What is GPU Operator?
    • What is a Kubernetes Pod?
    • What is a Kubernetes Service?
    • Kubernetes Service Types
  • What is a Helm Chart?

Notices

• Legal
  
  • Agreements
  • Privacy Policy
  • Notice
  • Trademarks
  • Copyright