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

Which of the following describes a scenario in which a data team will want to utilize cluster pools?
A . An automated report needs to be refreshed as quickly as possible.
B . An automated report needs to be made reproducible.
C . An automated report needs to be tested to identify errors.
D . An automated report needs to be version-controlled across multiple collaborators.
E . An automated report needs to be runnable by all stakeholders.

View Answer

Answer: A

Explanation:

Databricks cluster pools are a set of idle, ready-to-use instances that can reduce cluster start and auto-scaling times. This is useful for scenarios where a data team needs to run an automated report as quickly as possible, without waiting for the cluster to launch or scale up. Cluster pools can also help save costs by reusing idle instances across different clusters and avoiding DBU charges for idle instances in the pool.

Reference: Best practices: pools | Databricks on AWS, Best practices: pools – Azure Databricks | Microsoft Learn, Best practices: pools | Databricks on Google Cloud