Enable metric-based and scheduled scaling for Amazon Managed Service for Apache Flink
Big Data Blog
This article discusses how to enable metric-based and scheduled scaling for Amazon Managed Service for Apache Flink applications.
Specifically, the article covers:
- Metric-based scaling using Amazon CloudWatch, Amazon EventBridge, AWS Step Functions, and AWS Lambda to scale based on metrics like CPU, memory, or custom metrics
- Scheduled scaling using Amazon EventBridge and AWS Lambda to scale based on a predefined schedule
- Considerations for scaling Flink applications, such as parallelism, snapshots, cooling down periods, and limitations
- Conclusion summarizing the scaling solutions and linking to the GitHub repository with examples
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