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Scenario: Your company currently runs a large on-premises cluster using Spark, Hive, and HDFS in a colocation facility. The cluster is designed to accommodate peak usage on the system; however, many jobs are batch in nature, and usage of the cluster fluctuates quite dramatically. Your company wants to move to the cloud to minimize the overhead associated with current infrastructure and maintenance and to get benefit of cost savings. They also want to modernize their existing infrastructure to use more serverless offerings in order to take advantage of the cloud. Because of the timing of their contract renewal with the colocation facility, they have only 2 months for their initial migration. Question: How should your company approach the upcoming migration to the cloud, maximizing cost savings and executing the migration within the given time frame?