EMR Spark RAPIDS on EKS Stack
GPU-accelerated Apache Spark on Amazon EMR with NVIDIA RAPIDS. Run ETL workloads with massive performance gains on GPU instances.
Getting Started
1
Deploy Infrastructure
Set up EMR cluster with GPU node groups and RAPIDS
2
Configure RAPIDS
Enable GPU acceleration with cuDF and Spark plugins
3
Submit GPU Jobs
Run GPU-accelerated Spark jobs with CUDA support
4
Monitor Performance
Track GPU utilization and speedup metrics
Infrastructure Deployment
Complete infrastructure deployment guide for EMR Spark Rapids on EKS with GPU node configuration