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For my problem I think we traced it back to credential management in that the scheduled workflow has password protected Oracle database. The designers credentials are encrypted to the workflow, so to manage this we will have to disable the schedule, download the workflow to desktop, relink the input using new credentials, resave to server, and then reschedule.
We are looking into using Gallery Connection XML to ease this pain.