Databricks Certified Data Engineer - Associate

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Which of the following best illustrates a situation where employing cluster pools would be advantageous for a data team? Keep in mind that cluster pools aid in minimizing cluster startup time by pre-allocating resources and ensuring that instances are ready and available as soon as they are required.

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An automated report needs to be refreshed as quickly as possible.

An automated report needs to be made reproducible.

An automated report needs to be tested to identify errors.

An automated report needs to be version-controlled across multiple collaborators.

An automated report needs to be runnable by all stakeholders.

Explanation:

The correct answer is A because cluster pools are designed to reduce the startup time of clusters by pre-allocating resources. This ensures that an automated report can be refreshed as quickly as possible without waiting for the cluster to start up.

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