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A data engineering team operates a critical streaming pipeline running on Google Cloud. During unexpected ingestion spikes, the team needs to be notified immediately if worker compute resources experience severe CPU exhaustion while processing latency simultaneously increases on that specific workload.
The alerting policy must trigger only when both conditions are satisfied concurrently for the exact same underlying resource, preventing false alerts caused by unrelated compute instances.
How should the data engineer configure the alerting policy combiner in Cloud Monitoring?
AND_WITH_MATCHING_RESOURCE is an alerting policy combiner mode in Cloud Monitoring (represented in the Google Cloud console as All conditions are met) that enforces multi-condition evaluation scoped strictly to the same monitored entity.
Using AND_WITH_MATCHING_RESOURCE directly solves the operational risk of decoupled condition evaluation, ensuring on-call engineers are notified solely when a specific pipeline component is degraded across both monitored dimensions.
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