Our test systems seem to boot slowly. Some blame systemd. Here is a non-expert article about investigating boot speed problems using systemd. I haven't had time to actually read it. <http://www.cnx-software.com/2016/08/09/how-to-resolve-slow-boot-times-in-ubuntu-16-04/>