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.

Answer: A

Explanation:

Cluster pools are typically used in distributed computing environments, such as cloud-based data platforms like Databricks. They allow you to pre-allocate a set of compute resources (a cluster) for specific tasks or workloads. In this case, if an automated report needs to be refreshed as quickly as possible, you can allocate a cluster pool with sufficient resources to ensure fast data processing and report generation. This helps ensure that the report is generated with minimal latency and can be delivered to stakeholders in a timely manner. Cluster pools allow you to optimize resource allocation for high-demand, time-sensitive tasks like real-time report generation.