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docs/en/stack/ml/anomaly-detection/ootb-ml-jobs-metrics-ui.asciidoc
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[role="xpack"] | ||
[[ootb-ml-jobs-metrics-ui]] | ||
= Metrics {anomaly-detect} configurations | ||
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<titleabbrev>Metrics</titleabbrev> | ||
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// tag::metrics-jobs[] | ||
These {anomaly-jobs} can be created in the | ||
{observability-guide}/analyze-metrics.html[Metrics app] in {kib}. | ||
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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]. | ||
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hosts_memory_usage:: | ||
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* For memory usage data about hosts in the {metrics-app}. | ||
* Models system memory usage. | ||
* Detects unusual increases in memory usage across hosts. | ||
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hosts_network_in:: | ||
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* For network traffic across hosts in the {metrics-app}. | ||
* Models inbound network traffic. | ||
* Detects unusually high inbound traffic across hosts. | ||
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hosts_network_out:: | ||
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* For network traffic across hosts in the {metrics-app}. | ||
* Models outbound network traffic. | ||
* Detects unusually high outbound traffic across hosts. | ||
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k8s_memory_usage:: | ||
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* For memory usage data about Kubernetes pods in the {metrics-app}. | ||
* Models system memory usage. | ||
* Detects unusual increases in memory usage across Kubernetes pods. | ||
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k8s_network_in:: | ||
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* For network traffic accross Kubernetes pods in the {metrics-app}. | ||
* Models inbound network traffic. | ||
* Detects unusually high inbound traffic across Kubernetes pods. | ||
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k8s_network_out:: | ||
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* For network traffic across Kubernetes pods in the {metrics-app}. | ||
* Models outbound network traffic. | ||
* Detects unusually high outbound traffic across Kubernetes pods. | ||
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// end::metrics-jobs[] |
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