Home icon

Optimizing Queries with Amazon Managed Prometheus

AWS Cloud Operations Blog



The article discusses optimizing queries with Amazon Managed Prometheus, focusing on query logging, insights, and cost control strategies for organizations monitoring cloud-native environments.

  • Query logging enables detailed visibility into PromQL query execution patterns
  • CloudWatch Logs can be used to analyze query performance and identify expensive queries
  • Organizations can set Query Samples Processed (QSP) thresholds to control query costs
  • Query controls include warning and error thresholds to prevent costly queries
  • Optimizing PromQL queries can significantly reduce resource consumption and monitoring expenses

The key takeaway is that implementing query governance controls helps organizations maintain efficient and cost-effective monitoring solutions while maintaining comprehensive observability across complex cloud environments.



Go to article

The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.

Related articles

May 22
2025
Amazon Managed Service for Prometheus launches query insights and control capabilities
Sep 18
2025
Optimizing metrics ingestion with Amazon Managed Service for Prometheus
May 29
2025
Amazon Managed Service for Prometheus now supports 95 day time range queries
Jun 3
2025
Introducing managed query results for Amazon Athena

The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.