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Scenario: You are planning to migrate your current on-premises Apache Hadoop deployment to the cloud. Your goal is to ensure that the deployment is fault-tolerant and cost-effective for long-running batch jobs, and you want to use a managed service. Question: What should you do to ensure fault tolerance and cost-effectiveness for long-running batch jobs while migrating your Apache Hadoop deployment to the cloud?