During the Global Windows Azure Bootcamp we saw an IISConfigurator error a few times. The attendees had everything installed according to the Windows Azure prerequisite. But after starting a ‘clean’ Windows Azure Cloud Service the following appeared.
The solution in our cases was setting up the IIS feature on the machine. It is not completely clear if the IIS management Console alone is enough.