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PROFESSIONAL-DATA-ENGINEER · Question #239

PROFESSIONAL-DATA-ENGINEER Question #239: Real Exam Question with Answer & Explanation

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Submitted by marco_it· Mar 30, 2026

Question

You are planning to migrate your current on-premises Apache Hadoop deployment to the cloud. You need to ensure that the deployment is as fault-tolerant and cost-effective as possible for long-running batch jobs. You want to use a managed service. What should you do?

Options

  • ADeploy a Cloud Dataproc cluster.
  • BDeploy a Cloud Dataproc cluster.
  • CInstall Hadoop and Spark on a 10-node Compute Engine instance group with standard instances.
  • DInstall Hadoop and Spark on a 10-node Compute Engine instance group with preemptible instances.

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