Automate and orchestrate Amazon EMR jobs using AWS Step Functions and Amazon EventBridge
Big Data Blog
This article explains how to automate and orchestrate Amazon EMR jobs using AWS Step Functions and Amazon EventBridge, demonstrating a solution for scheduled Spark data processing workflows.
- Uses a COVID-19 public dataset as an example use case
- Provides an automated architecture for batch data processing with transient EMR clusters
- Leverages AWS services like Step Functions, EventBridge, and CloudFormation for workflow management
- Enables scheduling, provisioning, and automatic termination of EMR clusters
- Supports cost-efficient, compliant data processing for industries with strict infrastructure requirements
The solution allows organizations to create modular, scheduled batch processing architectures with full control over infrastructure, security, and execution while minimizing manual intervention.
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