Recommended is to start the scheduler and daemon on everybody's machine. The icecream schedulers will choose one to be the master and everyone will connect to it. When the scheduler machine goes down a new master will be selected automatically.

Source: https://github.com/icecc/icecream#some-advice-on-configuration