Which managed service offers the most fault-tolerant and cost-effective solution for migrating an on-premises Apache Hadoop deployment to the cloud for long-running batch jobs?

Real Exam

Install Hadoop and Spark on a 10-node Compute Engine instance group with standard instances. Install the Cloud Storage connector, and store the data in Cloud Storage. Change references in scripts from hdfs:// to gs://

6.7%

Deploy a Dataproc cluster. Use an SSD persistent disk and 50% preemptible workers. Store data in Cloud Storage, and change references in scripts from hdfs:// to gs://

20.0%

Deploy a Dataproc cluster. Use a standard persistent disk and 50% preemptible workers. Store data in Cloud Storage, and change references in scripts from hdfs:// to gs://

60.0%

Install Hadoop and Spark on a 10-node Compute Engine instance group with preemptible instances. Store data in HDFS. Change references in scripts from hdfs:// to gs://

13.3%

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Which managed service offers the most fault-tolerant and cost-effective solution for migrating an on-premises Apache Hadoop deployment to the cloud for long-running batch jobs?