In today’s data-driven world, organizations are increasingly recognizing the benefits of migrating their on-premise data pipelines to the cloud. Azure, Microsoft’s cloud platform, offers a robust and scalable environment for hosting data workloads. This article aims to provide a detailed and comprehensive outline for migrating an on-premise data pipeline built on Cloudera to Azure. We will explore the key considerations, challenges, and best practices involved in this migration process, ensuring a successful and seamless transition.

Reference architecture from Microsoft Azure