Datadog has released an integration for Apache Ambari, allowing users to monitor the performance of their Hadoop clusters, including resource utilization metrics and logs. The integration includes a dashboard that displays key resource utilization metrics from Ambari servers, as well as customizable dashboards to include metrics from related components. Users can also set up threshold or machine-learning-driven alerts on Ambari server resource availability to take preemptive action before issues arise. Additionally, the integration allows users to collect logs from Ambari, including audit logs, server logs, and alert logs, providing further granular insights into their Ambari deployment. The integration integrates with more than 850 technologies, allowing for unified insights across every component of a dynamic big data architecture.