How to Delete a Deployed Service
You can delete a deployed service from the service view. Deleting a deployed service will delete all of the instances or virtual machines that make up that deployed service.
To delete a deployed service
On the Services page, select the service deployment you want to remove.
Click Delete in the taskbar.
A service that is deployed to Windows Azure does not need to be stopped before it is deleted.