Overview
Cloudera Data Platform (CDP) is a comprehensive hybrid data cloud architecture designed for the 2026 enterprise landscape, where data resides across multi-cloud and on-premises environments. Built on an open-source core (Hadoop/Spark/Flink) and optimized with Apache Iceberg as the open table format, CDP enables a true 'Open Data Lakehouse.' Its primary technical differentiator is the Shared Data Experience (SDX), a unified security and governance layer that ensures consistent data privacy and compliance across all workloads. As of 2026, CDP has pivoted heavily toward 'Enterprise AI,' providing 'AI Accelerators' and containerized machine learning workspaces (CML) that allow organizations to build, deploy, and monitor LLMs and generative AI applications securely. The platform manages the entire lifecycle from real-time data ingestion via Apache NiFi to advanced analytics and long-term cold storage using Apache Ozone. It is positioned as the high-scale alternative to Snowflake and Databricks for organizations requiring strict data sovereignty and hybrid flexibility.