To control Managed Service for Prometheus costs, you can limit the number of samples by filtering input or adjusting the length of the sampling period.

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Learn how to control metric ingestion in Google Cloud Monitoring by filtering input or adjusting the length of the sampling period.

Controlling metric flow in Managed Service for Prometheus

Using Kubernetes Custom Resources to control ingestion