Richard - thanks for the response.
A few more details ... I'm working on a project with the GIS department at a large corporation. They have a site license for ArcGIS Server, and an IT department which provisions virtual machines. I really don't know if all the virtual machines run on the same physical machine. I've been told we can either request more resource to be added to existing virtual machines, or request more virtual machines.
Right now we have a development site set up with 3 virtual machines, configured with webadaptor.
Next step is to roll over to a test site, and after that roll to production. When we roll to test, I'm assuming we'll look at load testing. At that point we'll need to decide whether to ask the IT department for more virtual machines, or to ask them to give more resources to the existing virtual machines. How do we decide which option is better?
They're running Windows Server 2008 R2.