Enhanced Types of Metrics

New series that use machine learning to annotate your collected metrics.

The moment you start sending metrics to FreshTracks, we start analyzing those metrics and enhancing your Prometheus data source with new metrics. There are several types of enhanced metrics that are available to use for graphing with Grafana and alerting with the alert manager:

  • Aggregated metrics that represent container metrics aggregated from the container to the cluster
  • Aggregated metrics that represent node metrics aggregated from the node to the container
  • Dynamic thresholds calculated from any single metric
  • Anomaly metrics that signal when those dynamic thresholds are violated
  • Anomaly metrics that signal when a single metric is different from other like metrics