Application Monitoring supported infrastructure

The following table lists the infrastructure resources that are integrated withApplication Monitoring. When these resources are registered as an App Hub serviceor workload, the telemetry that the resources generate includesapplication-specific labels.This telemetry includes platform and audit log entries, metric data, andtrace data.For a list of services and workloads that are integrated with App Hub,seeApp Hub supported resources.

The dashboards that Application Monitoring creates display logand metric data, including the following golden signals, when that data includesapplication-specific labels:

  • Traffic: Incoming request rates on the service or workload over the selected time period.
  • Server error rate: Average percentage of incoming requests that generate or map to 5xx HTTP response codes over the selected time period.
  • P95 latency: 95th percentile of latency for a request served over the selected time period, in milliseconds.
  • Saturation: Measures how full your service or workload is. For example, for managed instance groups (MIGs), Cloud Run, and Google Kubernetes Engine deployments, this field shows the CPU utilization.

Supported infrastructure resources

TheNotes column lists details about which golden signals are supported.This column also lists limitations.

Infrastructure resourcesGolden signalsNotes and limitations
AlloyDB for PostgreSQL clusters
(Regional)		Application labels aren't attached to spans.
AlloyDB for PostgreSQL instances
(Regional)		Application labels aren't attached to spans.
Bigtable clusters
(Regional)		Application labels aren't attached to spans.
Bigtable instances
(Regional)		Application labels aren't attached tometric data or to spans.
Cloud Run jobs
(Regional)
Cloud Run services and functions
(Regional)

Only trace spans generated by instrumented workloads contain application labels.

Only customer-instrumented workloads running within Cloud Run generate golden signals.

Cloud Logging log buckets
(Global and regional)		Only audit logs contain application labels.
Cloud SQL instances
(Regional)		Application labels aren't attached to spans.
Cloud Storage buckets
(Regional and multi-regional)
  • Traffic:api/request_count
  • Server error rate: Ratio of requests with a response status that indicates an error to the total number of requests. The following status values indicate an error:
    • DATA_LOSS
    • DEADLINE_EXCEEDED
    • INTERNAL
    • UNAVAILABLE
    • UNIMPLEMENTED
    • UNKNOWN
Application labels aren't attached to spans.
Compute Engine MIGs
(Regional and zonal)
Dataproc Metastore service
(Regional and multi-regional)

Application labels aren't attached to spans.

For general information, seeDataproc Metastore overview.

Cloud Deploy delivery pipelines
(Regional)		Application labels aren't attached to spans.
Firestore databases
(Regional)
  • Traffic:api/request_count
  • Server error rate: Ratio of requests with a response status that indicates an error to the total number of requests. The following status values indicate an error:
    • DEADLINE_EXCEEDED
    • INTERNAL
    • UNAVAILABLE
    • UNIMPLEMENTED
  • P95 latency:api/request_latencies
Application labels aren't attached to spans.
Kubernetes CronJobs
(Regional and zonal)		To learn how to run Cron Jobs in GKE, seeAbout CronJobs in GKE.
Kubernetes DaemonSets
(Regional and zonal)
Kubernetes Deployments
(Regional and zonal)
Kubernetes StatefulSets
(Regional and zonal)		To learn how to use a StatefulSet or deploy a stateful application, seeAbout StatefulSets in Google Kubernetes Engine.
Layer 7 external and internal Application Load Balancers with HTTP or HTTPS traffic
(Global and regional)
  • Traffic: Based on a Cloud Load Balancing metric type that records the request count, likehttps/request_count. The configuration of the Cloud Load Balancing determines the actual metric.
  • Server error rate: The ratio of the number of requests with a response status of5xx to the total number of requests.
  • P95 latency: Based on a Cloud Load Balancing metric type that records total latencies, likehttps/total_latencies. The configuration of the Cloud Load Balancing determines the actual metric.
For Application Load Balancers, onlyforwarding rules anbackend services are integrated with App Hub. Application labels aren't attached to spans.
Memorystore for Redis clusters
(Regional)		Application labels aren't attached tolog entries or to spans.
Memorystore for Redis instances
(Regional)		Application labels aren't attached tometric data or to spans.
Pub/Sub topics
(Global)		Application labels aren't attached to spans.
Pub/Sub subscription
(Global)		Application labels aren't attached to spans.
Secret Manager secrets
(Global and regional)		Application labels aren't attached to spans.
Spanner databases
(Global and regional)		Application labels aren't attached tometric data or to spans.
Spanner instances
(Global and regional)		Application labels aren't attached to spans.

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Last updated 2026-02-19 UTC.