Re #6168. Copy over code to track performance from main repository.

It's not ideal to fork things in this way, but I don't want to have to
check out the mantid repository in order to run this on the system tests.
Re #6168. Move README file to the place I meant to put it.
Merge remote-tracking branch 'origin/feature/6168_performance_timing'