Why would one choose a partition when producing?

[Philip O'Toole]

We use 0.72 -- I am not sure if this matters with 0.8.

Why would one choose a partition, as opposed to a random partition choice?
What design pattern(s) would mean choosing a partition? When is it a good
idea?

Any feedback out there?

Thanks,

Philip