For the clusters using CM, we are able to more tightly control and manage the configuration of all nodes in the clusters.
Cloudera Distribution for Hadoop offers reliable data analysis and scalability for large data volumes but faces challenges with integration, multi-language support, and cloud deployments. Features include Kubernetes and Impala for data management, though support issues and limited security affect usability. Comprehensive features cater to diverse industries, yet the difficult setup and lack of on-premise support dampen its commercial appeal, necessitating improvement in these areas for better enterprise adoption.