Scaling up/down the warehouse kills all ongoing sessions.
Adding or removing compute capacity should be truly dynamic. This means that when I add more compute - by scaling up - the DW should be able to absorb that additional compute capacity without killing existing queries.
Maybe that compute can be brought into play for the new queries that get submitted post addition of the compute.

Thanks,
Mayank