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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE · Question #57

DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Question #57: Real Exam Question with Answer & Explanation

The correct answer is A: An automated report needs to be refreshed as quickly as possible.. Cluster pools in Databricks are used to ensure that a set of pre-warmed clusters is readily available to run workloads. This means that when a job is submitted, it can be executed more quickly because there is no need to wait for a cluster to spin up. Therefore, if a data team ne

Submitted by carlos_mx· Apr 18, 2026Deployment and Operations

Question

Which of the following describes a scenario in which a data team will want to utilize cluster pools?

Options

  • AAn automated report needs to be refreshed as quickly as possible.
  • BAn automated report needs to be made reproducible.
  • CAn automated report needs to be tested to identify errors.
  • DAn automated report needs to be version-controlled across multiple collaborators.
  • EAn automated report needs to be runnable by all stakeholders.

Explanation

Cluster pools in Databricks are used to ensure that a set of pre-warmed clusters is readily available to run workloads. This means that when a job is submitted, it can be executed more quickly because there is no need to wait for a cluster to spin up. Therefore, if a data team needs to refresh an automated report as quickly as possible, they will want to utilize cluster pools to ensure that the job can be executed as quickly as possible.

Topics

#Cluster pools#Performance optimization#Job execution#Resource management

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