Apache Ambari User Guide
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AMS Architecture

AMS has three primary components: Metrics Monitors, Hadoop Sinks, Metrics Collector, and Grafana.

  • The Metrics Monitors are installed and run on each host in the cluster to collect system-level metrics and publish to the Metrics Collector.

  • The Hadoop Sinks plug into the various Hadoop components to publish Hadoop metrics to the Metrics Collector.

  • The Metrics Collector is a daemon that runs on a specific host in the cluster and receives data from the registered publishers, the Monitors and Sinks.

  • The Grafana is a daemon that runs on a specific host in the cluster and serves pre-built dashboards for visualizing metrics collected in the Metrics Collector.

The following diagram provides a high-level illustration of how the components of AMS work together to collect metrics and make those metrics available to Ambari.