On-premise data lakes have high operating costs due to the manual scaling of infrastructure. Cloud data lakes allow easy data access for developers, analysts, and data experts. While early data lakes were built on HDFS clusters on-premises, organizations are moving their data lakes to the cloud as infrastructure-as-a-service offerings grow increasingly popular.