I had the same problem, but with the Database Server not starting. Delayed Start didn't fix the problem. What fixed it was changing the Logon of the Service from the QBDatabaseUser to a Local Service.
I couldn't find it on the QB Support site, but did a a search & found it on someone's personal site about it.
