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Elastic Docs ›Machine Learning in the Elastic Stack [7.17] ›Anomaly detection ›Supplied anomaly detection configurations

Uptime anomaly detection configurations

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Uptime anomaly detection configurations

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If you have appropriate Heartbeat data in Elasticsearch, you can enable this anomaly detection job in the Uptime app in Kibana. For more details, see the datafeed and job definitions in GitHub.

These configurations are only available if data exists that matches the recognizer query specified in the manifest file.

high_latency_by_geo
  • Detects unusually high average latency values (using the high_mean function on the monitor.duration.us field).
  • Models the occurrences across geographical locations (partition_field_name is observer.geo.name).
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