Unable to start debugging on the web server Error

When you run a silverlight application from visual studio, hosted in IIS you sometimes get an error

Unable to start debugging on the web server Error. Could not start ASP.NET!

The issue happens when the application pool stops automatically.

How do you solve this?

Simple - Start Application pool for ASP NET again