Changes in data warehousing result in changes and developments in the supporting processes, applications and technologies. As such the origin, growth and decline of ETL can be mapped directly against data warehousing innovations. In this eBook we review pivotal moments in data warehousing history to understand the changes in ETL, ultimately resulting in the shift from E-T-L to E-L-T for modern cloud-based data warehouses.