Your company operates a large on-premises cluster with Spark, Hive, and HDFS in a colocation facility, designed for peak usage but experiences fluctuating demand due to batch jobs. Aiming to migrate to the cloud to reduce overhead and modernize with serverless offerings, with only 2 months before their colocation contract renewal, how should they approach their migration strategy to maximize cost savings and ensure timely migration?