Free Databricks Certified Data Engineer Associate Actual Exam Questions - Question 10 Discussion

It’s A because cluster pools help distribute computing resources, which speeds up report refresh times, especially when you need quick turnaround on automated reports. E seems less about speed and more about access.

D imo, version control is about managing changes, not resource sharing like cluster pools.

It’s E, since cluster pools handle resource sharing for multiple users running reports simultaneously.

Maybe A, since cluster pools help balance computing power, they could speed up how quickly reports refresh by allocating resources efficiently among tasks.

E. Cluster pools let multiple users run jobs without queuing too long, so it’s ideal for reports that many stakeholders need to access anytime.

B imo, cluster pools don’t really deal with reproducibility or testing; they're mainly for resource sharing. That makes B less likely than E, which is about multiple users running reports smoothly.

Actually, option A doesn’t quite fit because cluster pools are more about managing resource allocation among users rather than just speeding up a single report refresh. E makes more sense for concurrency and shared use.

Option E fits since cluster pools manage resources so many users can run reports without waiting, which suits making reports runnable by all stakeholders. It’s more about access and concurrency than speed or version control.

E imo, cluster pools are great when lots of people with different access need to run the same report without resource conflicts, so making it runnable by all stakeholders fits well here.

I think the best fit is A because cluster pools help speed up report refreshes by managing resources efficiently.