SQL 2012 Configuration Tuning

I have been working for some time now on a very large Analysis Services 2008R2 MOLAP cube. We have been looking to upgrade this to 2012 and a few weeks before it got into production spotted some "interesting" behaviour. So thought it best to write up some of the symptoms and how to diagnose and potentially resolve.