Your company's Data Science team relies heavily on Hadoop jobs for data processing. Currently, these jobs are running on an on-premises Hadoop cluster, and you have been tasked with migrating these jobs to Google Cloud Platform (GCP) without modifying the underlying Hadoop infrastructure. The primary objectives are to minimize both costs and infrastructure management efforts. What should you do?