Distributed computing, secure containerization, and governance capabilities are the most valuable features.
Cloudera Data Platform ensures cost-effective data availability for non-real-time searches, while Ranger enhances security through user permission management. The platform's stability is notable, despite dependencies on external hardware. Scalability and governance are key features, although initial setup is complex. Integration with other tools enhances data management, though cloud storage with Azure, GCP, and AWS is challenging. Security and workload management improvements are needed, particularly for banking, IT, and communications sectors.