Ambari Metrics

Ambari Metrics is a monitoring tool that helps manage and analyze the performance of large data systems, particularly in Apache Hadoop environments. It collects and stores data about various system components, such as resource usage and application performance, allowing administrators to track the health and efficiency of the system. By visualizing this information through dashboards, users can quickly identify issues, optimize performance, and ensure that resources are being used effectively. Ultimately, Ambari Metrics enables better decision-making and improved system reliability in managing big data operations.