Visual Studio supports Application Insights. This provides an mechanism to add monitoring support into a web application. There's also a version for Azure.

Application Insights lets you monitor your live application for: Availability - We'll test your URLs every few minutes from around the world. Performance - Detect and diagnose perf issues and exceptions. * Usage - Find out what users are doing with your app, so that you can make it better for them.