HTTP service stops weekly

Since the 18.1 update, the Web Access Service has stops every 1-2 weeks. Restarting the service alone doesn't fix the issue as it then fails to connect to the post office to authenticate so a reboot is the usual fix when this happens.

Has anybody else noticed this behaviour?

Running on Windows 2012 R2