but are treated as a cohesive whole with a high degree of automation. Integration, metadata and governance capabilities glue the individual components together.” “The reality: Hybrid cloud is the data analytics portability DATA ENG DATA WH AI/ML OP DB DATA FLOW Unified security & governance with open cloud-native storage formats Open data fabrics, lakehouses and data meshes with AND NATIVE INTEGRATION WITH BIG DATA WORKLOADS Support access control policy, lineage and governance Support HDFS and S3 API based applications Application Security Encryption Is the data protected