sched: Consider misfit tasks when load-balancing

On asymmetric cpu capacity systems and systems with high RT/IRQ load
intensive tasks can end up on cpus that don't suit their compute demand.
In this scenarios 'misfit' tasks should be migrated to cpus with higher
compute capacity to ensure better throughput. group_misfit_task indicates
this scenario, but tweaks to the load-balance code is needed to make the
migrations happen.

Misfit balancing only makes sense between a source group of lower
per-cpu capacity and destination group of higher compute capacity.
Otherwise, misfit balancing is ignored. group_misfit_task has lowest
priority so any imbalance due to overload is dealt with first.

The modifications are:

1. Only pick a group containing misfit tasks as the busiest group if the
   destination group has higher capacity and has spare capacity.
2. When the busiest group is a 'misfit' group, skip the usual average
   load and group capacity checks.
3. Set the imbalance for 'misfit' balancing sufficiently high for a task
   to be pulled ignoring average load.
4. Pick the first cpu with the rq->misfit flag raised as the source cpu.

cc: Ingo Molnar <mingo@redhat.com>
cc: Peter Zijlstra <peterz@infradead.org>

Signed-off-by: Morten Rasmussen <morten.rasmussen@arm.com>