Dynatrace Google Cloud integration leverages data collected from the Google Operation API to constantly monitor health and performance of Google Cloud Services. While combining all relevant data into dashboards, it also enables alerting and event tracking.
Prerequisites
Set up integration
Add services and feature sets optional
After integration, Dynatrace automatically monitors a number of preset Google Cloud services and feature sets (metrics). Besides these, you can add more services or feature sets to monitoring. For details, see Add or remove services.
For a list of feature sets available for this service, see Metric table.
View metrics
After deploying the integration, you can see metrics from monitored services in the Metrics browser, Data Explorer, and your dashboard tiles.
Metric table
The following feature sets are available for Google Cloud AI Platform.
cloudml_job/default_metrics
Accelerator memory utilization
ml.googleapis.com/training/accelerator/memory/utilization
cloudml_job/default_metrics
ml.googleapis.com/training/accelerator/utilization
cloudml_job/default_metrics
ml.googleapis.com/training/cpu/utilization
cloudml_job/default_metrics
ml.googleapis.com/training/memory/utilization
cloudml_job/default_metrics
ml.googleapis.com/training/network/received_bytes_count
cloudml_job/default_metrics
ml.googleapis.com/training/network/sent_bytes_count
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/error_count
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/latencies
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/online/accelerator/duty_cycle
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/online/accelerator/memory/bytes_used
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/online/cpu/utilization
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/online/memory/bytes_used
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/online/network/bytes_received
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/online/network/bytes_sent
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/online/replicas
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/online/target_replicas
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/prediction_count
cloudml_model_version/default_metrics
ml.googleapis.com/prediction/response_count