diff --git a/explore-analyze/machine-learning/anomaly-detection/ml-getting-started.md b/explore-analyze/machine-learning/anomaly-detection/ml-getting-started.md index 3d8ca7bf34..82ef2c286e 100644 --- a/explore-analyze/machine-learning/anomaly-detection/ml-getting-started.md +++ b/explore-analyze/machine-learning/anomaly-detection/ml-getting-started.md @@ -99,7 +99,7 @@ For more information, see [{{dfeeds-cap}}](ml-ad-run-jobs.md#ml-ad-datafeeds), [ :::: -If you want to see all of the configuration details for your jobs and {{dfeeds}}, you can do so on the **Machine Learning** > **Anomaly Detection** > **Jobs** page. Alternatively, you can see the configuration files in [GitHub ](https://github.com/elastic/kibana/tree/master/x-pack/plugins/ml/server/models/data_recognizer/modules/sample_data_weblogs). For the purposes of this tutorial, however, here’s a quick overview of the goal of each job: +If you want to see all of the configuration details for your jobs and {{dfeeds}}, you can do so on the **Machine Learning** > **Anomaly Detection** > **Jobs** page. Alternatively, you can see the configuration files in [GitHub ](https://github.com/elastic/kibana/tree/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/sample_data_weblogs). For the purposes of this tutorial, however, here’s a quick overview of the goal of each job: * `low_request_rate` uses the `low_count` function to find unusually low request rates * `response_code_rates` uses the `count` function and partitions the analysis by `response.keyword` values to find unusual event rates by HTTP response code diff --git a/reference/data-analysis/machine-learning/ootb-ml-jobs-apache.md b/reference/data-analysis/machine-learning/ootb-ml-jobs-apache.md index 053620845a..788191202f 100644 --- a/reference/data-analysis/machine-learning/ootb-ml-jobs-apache.md +++ b/reference/data-analysis/machine-learning/ootb-ml-jobs-apache.md @@ -27,15 +27,15 @@ For more details, see the {{dfeed}} and job definitions in [GitHub](https://gith These legacy {{anomaly-jobs}} find unusual activity in HTTP access logs. For the latest versions, install the Apache integration in {{fleet}}; see [Apache access logs](ootb-ml-jobs-apache.md#apache-access-logs). -For more details, see the {{dfeed}} and job definitions in [GitHub](https://github.com/elastic/kibana/tree/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml). +For more details, see the {{dfeed}} and job definitions in [GitHub](https://github.com/elastic/kibana/tree/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml). -These configurations are only available if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/manifest.json#L8). +These configurations are only available if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/manifest.json#L8). | Name | Description | Job (JSON) | Datafeed | | --- | --- | --- | --- | -| low_request_rate_ecs | Detects low request rates (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/low_request_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_low_request_rate_ecs.json) | -| source_ip_request_rate_ecs | Detects unusual source IPs - high request rates (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/source_ip_request_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_source_ip_request_rate_ecs.json) | -| source_ip_url_count_ecs | Detect unusual source IPs - high distinct count of URLs (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/source_ip_url_count_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_source_ip_url_count_ecs.json) | -| status_code_rate_ecs | Detects unusual status code rates (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/status_code_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_status_code_rate_ecs.json) | -| visitor_rate_ecs | Detects unusual visitor rates (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/visitor_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_visitor_rate_ecs.json) | +| low_request_rate_ecs | Detects low request rates (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/low_request_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_low_request_rate_ecs.json) | +| source_ip_request_rate_ecs | Detects unusual source IPs - high request rates (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/source_ip_request_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_source_ip_request_rate_ecs.json) | +| source_ip_url_count_ecs | Detect unusual source IPs - high distinct count of URLs (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/source_ip_url_count_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_source_ip_url_count_ecs.json) | +| status_code_rate_ecs | Detects unusual status code rates (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/status_code_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_status_code_rate_ecs.json) | +| visitor_rate_ecs | Detects unusual visitor rates (ECS). | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/visitor_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apache_ecs/ml/datafeed_visitor_rate_ecs.json) | diff --git a/reference/data-analysis/machine-learning/ootb-ml-jobs-apm.md b/reference/data-analysis/machine-learning/ootb-ml-jobs-apm.md index 1db0ac0231..81fb267caf 100644 --- a/reference/data-analysis/machine-learning/ootb-ml-jobs-apm.md +++ b/reference/data-analysis/machine-learning/ootb-ml-jobs-apm.md @@ -5,7 +5,7 @@ mapped_pages: # APM {{anomaly-detect}} configurations [ootb-ml-jobs-apm] -This {{anomaly-job}} appears in the {{apm-app}} and the {{ml-app}} app when you have data from APM Agents or an APM Server in your cluster. It is available only if data exists that matches the query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/manifest.json). +This {{anomaly-job}} appears in the {{apm-app}} and the {{ml-app}} app when you have data from APM Agents or an APM Server in your cluster. It is available only if data exists that matches the query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apm_transaction/manifest.json). For more information about {{anomaly-detect}} in the {{apm-app}}, refer to [{{ml-cap}} integration](/solutions/observability/apps/integrate-with-machine-learning.md). @@ -14,5 +14,5 @@ For more information about {{anomaly-detect}} in the {{apm-app}}, refer to [{{ml | Name | Description | Job (JSON) | Datafeed | | --- | --- | --- | --- | -| apm_tx_metrics | Detects anomalies in transaction latency, throughput and error percentage for metric data. | [code](https://github.com/elastic/kibana/blob/main/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/apm_tx_metrics.json) | [code](https://github.com/elastic/kibana/blob/main/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/datafeed_apm_tx_metrics.json) | +| apm_tx_metrics | Detects anomalies in transaction latency, throughput and error percentage for metric data. | [code](https://github.com/elastic/kibana/blob/main/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apm_transaction/ml/apm_tx_metrics.json) | [code](https://github.com/elastic/kibana/blob/main/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/apm_transaction/ml/datafeed_apm_tx_metrics.json) | diff --git a/reference/data-analysis/machine-learning/ootb-ml-jobs-auditbeat.md b/reference/data-analysis/machine-learning/ootb-ml-jobs-auditbeat.md index 58f5b01819..b1e72cafc7 100644 --- a/reference/data-analysis/machine-learning/ootb-ml-jobs-auditbeat.md +++ b/reference/data-analysis/machine-learning/ootb-ml-jobs-auditbeat.md @@ -12,10 +12,10 @@ These {{anomaly-job}} wizards appear in {{kib}} if you use [{{auditbeat}}](beats Detect unusual processes in docker containers from auditd data (ECS). -These configurations are only available if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/manifest.json#L8). +These configurations are only available if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/manifest.json#L8). | Name | Description | Job (JSON)| Datafeed | | --- | --- | --- | --- | -| docker_high_count_process_events_ecs | Detect unusual increases in process execution rates in docker containers (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/ml/docker_high_count_process_events_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/ml/datafeed_docker_high_count_process_events_ecs.json) | -| docker_rare_process_activity_ecs | Detect rare process executions in docker containers (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/ml/docker_rare_process_activity_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/ml/datafeed_docker_rare_process_activity_ecs.json) | +| docker_high_count_process_events_ecs | Detect unusual increases in process execution rates in docker containers (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/ml/docker_high_count_process_events_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/ml/datafeed_docker_high_count_process_events_ecs.json) | +| docker_rare_process_activity_ecs | Detect rare process executions in docker containers (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/ml/docker_rare_process_activity_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/auditbeat_process_docker_ecs/ml/datafeed_docker_rare_process_activity_ecs.json) | diff --git a/reference/data-analysis/machine-learning/ootb-ml-jobs-logs-ui.md b/reference/data-analysis/machine-learning/ootb-ml-jobs-logs-ui.md index 245d55022d..d5c0c85489 100644 --- a/reference/data-analysis/machine-learning/ootb-ml-jobs-logs-ui.md +++ b/reference/data-analysis/machine-learning/ootb-ml-jobs-logs-ui.md @@ -14,7 +14,7 @@ Detect anomalies in log entries via the Logs UI. | Name | Description | Job (JSON) | Datafeed | | --- | --- | --- | --- | -| log_entry_rate | Detects anomalies in the log entry ingestion rate | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/logs_ui_analysis/ml/log_entry_rate.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/logs_ui_analysis/ml/datafeed_log_entry_rate.json) | +| log_entry_rate | Detects anomalies in the log entry ingestion rate | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/logs_ui_analysis/ml/log_entry_rate.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/logs_ui_analysis/ml/datafeed_log_entry_rate.json) | ## Log entry categories [logs-ui-categories] @@ -23,5 +23,5 @@ Detect anomalies in count of log entries by category. | Name | Description | Job (JSON) | Datafeed | | --- | --- | --- | --- | -| log_entry_categories_count | Detects anomalies in count of log entries by category | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/logs_ui_categories/ml/log_entry_categories_count.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/logs_ui_categories/ml/datafeed_log_entry_categories_count.json) | +| log_entry_categories_count | Detects anomalies in count of log entries by category | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/logs_ui_categories/ml/log_entry_categories_count.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/logs_ui_categories/ml/datafeed_log_entry_categories_count.json) | diff --git a/reference/data-analysis/machine-learning/ootb-ml-jobs-metricbeat.md b/reference/data-analysis/machine-learning/ootb-ml-jobs-metricbeat.md index 86ce9dd63f..b158661296 100644 --- a/reference/data-analysis/machine-learning/ootb-ml-jobs-metricbeat.md +++ b/reference/data-analysis/machine-learning/ootb-ml-jobs-metricbeat.md @@ -12,11 +12,11 @@ These {{anomaly-job}} wizards appear in {{kib}} if you use the [{{metricbeat}} s Detect anomalies in {{metricbeat}} System data (ECS). -These configurations are only available if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/manifest.json#L8). +These configurations are only available if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/manifest.json#L8). | Name | Description | Job (JSON) | Datafeed | | --- | --- | --- | --- | -| high_mean_cpu_iowait_ecs | Detect unusual increases in cpu time spent in iowait (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/high_mean_cpu_iowait_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/datafeed_high_mean_cpu_iowait_ecs.json) | -| max_disk_utilization_ecs | Detect unusual increases in disk utilization (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/max_disk_utilization_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/datafeed_max_disk_utilization_ecs.json) | -| metricbeat_outages_ecs | Detect unusual decreases in metricbeat documents (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/metricbeat_outages_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/datafeed_metricbeat_outages_ecs.json) | +| high_mean_cpu_iowait_ecs | Detect unusual increases in cpu time spent in iowait (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/high_mean_cpu_iowait_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/datafeed_high_mean_cpu_iowait_ecs.json) | +| max_disk_utilization_ecs | Detect unusual increases in disk utilization (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/max_disk_utilization_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/datafeed_max_disk_utilization_ecs.json) | +| metricbeat_outages_ecs | Detect unusual decreases in metricbeat documents (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/metricbeat_outages_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/metricbeat_system_ecs/ml/datafeed_metricbeat_outages_ecs.json) | diff --git a/reference/data-analysis/machine-learning/ootb-ml-jobs-metrics-ui.md b/reference/data-analysis/machine-learning/ootb-ml-jobs-metrics-ui.md index e41df52ccc..6598e770b0 100644 --- a/reference/data-analysis/machine-learning/ootb-ml-jobs-metrics-ui.md +++ b/reference/data-analysis/machine-learning/ootb-ml-jobs-metrics-ui.md @@ -14,9 +14,9 @@ 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/plugins/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/hosts_memory_usage.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/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/plugins/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/hosts_network_in.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/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/plugins/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/hosts_network_out.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metrics_ui_hosts/ml/datafeed_hosts_network_out.json) | +| 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 [metrics-ui-k8s] @@ -25,7 +25,7 @@ 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/plugins/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/k8s_memory_usage.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/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/plugins/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/k8s_network_in.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/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/plugins/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/k8s_network_out.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/metrics_ui_k8s/ml/datafeed_k8s_network_out.json) | +| 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) | diff --git a/reference/data-analysis/machine-learning/ootb-ml-jobs-nginx.md b/reference/data-analysis/machine-learning/ootb-ml-jobs-nginx.md index 9f3c3412cb..e7654aaa81 100644 --- a/reference/data-analysis/machine-learning/ootb-ml-jobs-nginx.md +++ b/reference/data-analysis/machine-learning/ootb-ml-jobs-nginx.md @@ -27,13 +27,13 @@ These jobs are available in {{kib}} only if data exists that matches the query s These legacy {{anomaly-jobs}} find unusual activity in HTTP access logs. For the latest versions, install the Nginx integration in {{fleet}}; see [Nginx access logs](ootb-ml-jobs-nginx.md#nginx-access-logs). -These jobs exist in {{kib}} only if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/manifest.json). +These jobs exist in {{kib}} only if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/manifest.json). | Name | Description | Job (JSON) | Datafeed | | --- | --- | --- | --- | -| low_request_rate_ecs | Detect low request rates (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/low_request_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_low_request_rate_ecs.json) | -| source_ip_request_rate_ecs | Detect unusual source IPs - high request rates (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/source_ip_request_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_source_ip_request_rate_ecs.json) | -| source_ip_url_count_ecs | Detect unusual source IPs - high distinct count of URLs (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/source_ip_url_count_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_source_ip_url_count_ecs.json) | -| status_code_rate_ecs | Detect unusual status code rates (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/status_code_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_status_code_rate_ecs.json) | -| visitor_rate_ecs | Detect unusual visitor rates (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/visitor_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_visitor_rate_ecs.json) | +| low_request_rate_ecs | Detect low request rates (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/low_request_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_low_request_rate_ecs.json) | +| source_ip_request_rate_ecs | Detect unusual source IPs - high request rates (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/source_ip_request_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_source_ip_request_rate_ecs.json) | +| source_ip_url_count_ecs | Detect unusual source IPs - high distinct count of URLs (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/source_ip_url_count_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_source_ip_url_count_ecs.json) | +| status_code_rate_ecs | Detect unusual status code rates (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/status_code_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_status_code_rate_ecs.json) | +| visitor_rate_ecs | Detect unusual visitor rates (ECS) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/visitor_rate_ecs.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/nginx_ecs/ml/datafeed_visitor_rate_ecs.json) | diff --git a/reference/data-analysis/machine-learning/ootb-ml-jobs-uptime.md b/reference/data-analysis/machine-learning/ootb-ml-jobs-uptime.md index f0d2e2264d..4ff3aa3845 100644 --- a/reference/data-analysis/machine-learning/ootb-ml-jobs-uptime.md +++ b/reference/data-analysis/machine-learning/ootb-ml-jobs-uptime.md @@ -12,9 +12,9 @@ If you have appropriate {{heartbeat}} data in {{es}}, you can enable this {{anom Detect latency issues in heartbeat monitors. -These configurations are available in {{kib}} only if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/uptime_heartbeat/manifest.json). +These configurations are available in {{kib}} only if data exists that matches the recognizer query specified in the [manifest file](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/uptime_heartbeat/manifest.json). | Name | Description | Job (JSON) | Datafeed | | --- | --- | --- | --- | -| high_latency_by_geo | Identify periods of increased latency across geographical regions | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/uptime_heartbeat/ml/high_latency_by_geo.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/plugins/ml/server/models/data_recognizer/modules/uptime_heartbeat/ml/datafeed_high_latency_by_geo.json) | +| high_latency_by_geo | Identify periods of increased latency across geographical regions | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/uptime_heartbeat/ml/high_latency_by_geo.json) | [code](https://github.com/elastic/kibana/blob/master/x-pack/platform/plugins/shared/ml/server/models/data_recognizer/modules/uptime_heartbeat/ml/datafeed_high_latency_by_geo.json) |