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Google Associate Data Practitioner Exam Actual Questions

72 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 21 of 72

Single answer

Your organization has decided to move their on-premises Apache Spark-based workload to Google Cloud. You want to be able to manage the code without needing to provision and manage your own cluster. What should you do?

A

A. Migrate the Spark jobs to Dataproc Serverless.

B

B. Configure a Google Kubernetes Engine cluster with Spark operators, and deploy the Spark jobs.

C

C. Migrate the Spark jobs to Dataproc on Google Kubernetes Engine.

D

D. Migrate the Spark jobs to Dataproc on Compute Engine.

Correct Answer: A

<p>A. Migrate the Spark jobs to Dataproc Serverless.</p>

Explanation

The correct answer is highlighted above. Review the wording carefully, then use the next question to continue building your understanding of Google certification topics.

About this practice exam

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