---
title: Metrics anomaly detection configurations
description: These anomaly detection jobs can be created in the Infrastructure app in Kibana. For more information about their usage, refer to Inspect metric anomalies...
url: https://www.elastic.co/elastic/docs-builder/docs/3028/reference/machine-learning/ootb-ml-jobs-metrics-ui
products:
  - Elasticsearch
  - Machine Learning
---

# Metrics anomaly detection configurations
These anomaly detection jobs can be created in the [Infrastructure app](https://www.elastic.co/elastic/docs-builder/docs/3028/solutions/observability/infra-and-hosts/analyze-infrastructure-host-metrics) in Kibana. For more information about their usage, refer to [Inspect metric anomalies](https://www.elastic.co/elastic/docs-builder/docs/3028/solutions/observability/infra-and-hosts/detect-metric-anomalies).

## Metrics hosts

Detect anomalous memory and network behavior on hosts.

| Name               | Description                                               | Job (JSON)                                                                                                                                                                | Datafeed                                                                                                                                                                           |
|--------------------|-----------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| hosts_memory_usage | Identify unusual spikes in memory usage across hosts.     | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/hosts_memory_usage.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/datafeed_hosts_memory_usage.json) |
| hosts_network_in   | Identify unusual spikes in inbound traffic across hosts.  | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/hosts_network_in.json)   | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/datafeed_hosts_network_in.json)   |
| hosts_network_out  | Identify unusual spikes in outbound traffic across hosts. | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/hosts_network_out.json)  | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/datafeed_hosts_network_out.json)  |


## Metrics Kubernetes

Detect anomalous memory and network behavior on Kubernetes pods.

| Name             | Description                                                         | Job (JSON)                                                                                                                                                            | Datafeed                                                                                                                                                                       |
|------------------|---------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| k8s_memory_usage | Identify unusual spikes in memory usage across Kubernetes pods.     | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/k8s_memory_usage.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/datafeed_k8s_memory_usage.json) |
| k8s_network_in   | Identify unusual spikes in inbound traffic across Kubernetes pods.  | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/k8s_network_in.json)   | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/datafeed_k8s_network_in.json)   |
| k8s_network_out  | Identify unusual spikes in outbound traffic across Kubernetes pods. | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/k8s_network_out.json)  | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/datafeed_k8s_network_out.json)  |