For years the data lake and the data warehouse were two separate worlds and data was copied twice. The lakehouse collapses that duality into one layer with open table formats.
Apache Kafka, the backbone of event-driven architectures, fundamentally changes the link between operational systems and the analytical layer — when it is set up right.
Cloud Architecture