Although cloud data lakes solve data migration challenges with quick-to-start and easy-to-use storage migration services, job and workload migration challenges still remain there. Teams still need to put additional effort into provisioning resources and handling uneven workload demand at a large scale in real-time for creating data pipelines. Therefore teams need data lake platforms for workload and job migration without disrupting their data lake users. In this whitepaper, we talk about the top reasons for migrating data lake workloads from on-premise to cloud.
Free access to Qubole for 30 days to build data pipelines, bring machine learning to production, and analyze any data type from any data source.