Working with Management Data Warehouse, a reporting tool for Data Warehouses introduced in SQL Server 2008 and never changed since, makes a lot of limitations visible and also the lack of in-depth documentation by Microsoft. They tried to make the documentation better accessible in SQL Server 2012 but the product itself did not change. What are the main limitations? MDW uses snapshots, which is actually a 'easy' way to handle all the issues involved in collecting ongoing activity. It is like taking 10 pictures per second of a dancing girl: you see the changes in every movement but if you want to know what is the total distance the girl covered then it can get rather complex. So you have for 1 minute of pictures and I bet you will break your teeth on that one. If you want to see the distance the girl danced in a week, month or year go for it! This gets us into the basic question of BI. Why are we collecting data? What do we want to do with it? Apparently taking 10 pictu...
My blog on SQL Server, Microsoft Analytics Platform System (PDW), Azure, Horton Works, Suse OpenStack and Big Data.