We used Upstart until just a couple of years ago, and it was still losing service processes regularly (as in, you start a service, then you stop it, but the process keeps running, despite Upstart telling you it's stopped).

I don't know if systemd is better (I've never managed a server fleet with it), but Upstart certainly wasn't good enough.