I tried to use LXD containers on a fresh Ubuntu 18.04 yesterday and between those two and systemd it was not really working.

In the end I gave up. I can't put the blame on one part specifically but it was not a good experience.

Other than that I don't see much difference on defining a service with upstart or with systemd, for my basic use.