Another option would be to run the following commands. This can be done remotely. You could even create a batch file to do this. Keep in mind you have to do this with a user who has admin rights on the remote machine.
SC \\<computer name> stop issuser (stops the rc service on the machine)
SC \\<computer name> start issuser (starts the rc service on the machine)