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Your company runs large-scale Apache Spark jobs on an on-premises cluster. The company wants to migrate to Google Cloud but does not want to manage infrastructure or manually provision and scale clusters. You need to recommend the best Google Cloud service that minimizes operational overhead while supporting Spark workloads. What should you do?