If you don't understand how your virtualized world and your physical world actually work and connect together, you will run into scale issues. As a simple example if I have built a virtual network on top of an inadequate hardware infrastructure, as I try to scale my app and my workload it won't scale. So the app won't run. It just won't scale. You won't be able to add the users that you need.
Apps That Won't Scale