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It may be best to have our support team dig into this as there are many factors in the discovery process: http://www.solarwinds.com/support/
I have opened a ticket. I will update with ticket number when I get back to my desk.
SOLUTION! To fix this issue go and edit your Network Discovery. on the screen with the timeout and retry bars, The last bar is a total time out. Slide this one past the default 60 mins. This gave the job more time to finish and fixed the issue! Thanks @ROB for the Email!