diff --git a/docs/en/stack/ml/anomaly-detection/index.asciidoc b/docs/en/stack/ml/anomaly-detection/index.asciidoc index 76c99592f..09241c4e6 100644 --- a/docs/en/stack/ml/anomaly-detection/index.asciidoc +++ b/docs/en/stack/ml/anomaly-detection/index.asciidoc @@ -42,6 +42,8 @@ include::ootb-ml-jobs-logs-ui.asciidoc[leveloffset=+2] include::ootb-ml-jobs-metricbeat.asciidoc[leveloffset=+2] +include::ootb-ml-jobs-metrics-ui.asciidoc[leveloffset=+2] + include::ootb-ml-jobs-nginx.asciidoc[leveloffset=+2] include::ootb-ml-jobs-siem.asciidoc[leveloffset=+2] diff --git a/docs/en/stack/ml/anomaly-detection/ootb-ml-jobs-metrics-ui.asciidoc b/docs/en/stack/ml/anomaly-detection/ootb-ml-jobs-metrics-ui.asciidoc new file mode 100644 index 000000000..3b4fbc63e --- /dev/null +++ b/docs/en/stack/ml/anomaly-detection/ootb-ml-jobs-metrics-ui.asciidoc @@ -0,0 +1,60 @@ +[role="xpack"] +[[ootb-ml-jobs-metrics-ui]] += Metrics {anomaly-detect} configurations +++++ +Metrics +++++ + +// tag::metrics-jobs[] +These {anomaly-jobs} can be created in the +{observability-guide}/analyze-metrics.html[Metrics app] in {kib}. + +The jobs below detect anomalous memory and network behavior on hosts and +Kubernetes pods. For more details, see the {dfeed} and job definitions in the +`metrics_ui_*` folders in +https://github.com/elastic/kibana/tree/{branch}/x-pack/plugins/ml/server/models/data_recognizer/modules[GitHub]. + + +hosts_memory_usage:: + +* For memory usage data about hosts in the {metrics-app}. +* Models system memory usage. +* Detects unusual increases in memory usage across hosts. + + +hosts_network_in:: + +* For network traffic across hosts in the {metrics-app}. +* Models inbound network traffic. +* Detects unusually high inbound traffic across hosts. + + +hosts_network_out:: + +* For network traffic across hosts in the {metrics-app}. +* Models outbound network traffic. +* Detects unusually high outbound traffic across hosts. + + +k8s_memory_usage:: + +* For memory usage data about Kubernetes pods in the {metrics-app}. +* Models system memory usage. +* Detects unusual increases in memory usage across Kubernetes pods. + + +k8s_network_in:: + +* For network traffic accross Kubernetes pods in the {metrics-app}. +* Models inbound network traffic. +* Detects unusually high inbound traffic across Kubernetes pods. + + +k8s_network_out:: + +* For network traffic across Kubernetes pods in the {metrics-app}. +* Models outbound network traffic. +* Detects unusually high outbound traffic across Kubernetes pods. + + +// end::metrics-jobs[] diff --git a/docs/en/stack/ml/anomaly-detection/ootb-ml-jobs.asciidoc b/docs/en/stack/ml/anomaly-detection/ootb-ml-jobs.asciidoc index 905df41cf..41d57826b 100644 --- a/docs/en/stack/ml/anomaly-detection/ootb-ml-jobs.asciidoc +++ b/docs/en/stack/ml/anomaly-detection/ootb-ml-jobs.asciidoc @@ -15,6 +15,7 @@ the {anomaly-jobs} that are ready to use via {kib}. * <> * <> * <> +* <> * <> * <> * <>