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Assuming you are arriving on a domestic flight, you will not have to clear security again.
You will want to take the train, instead of walking, the distances depending on which terminal you have to get to can be quite long.
This page
http://www.atlanta-airport.com/Passenger/terminal/
has terminal maps for each terminal with all the restaurants listed for each one.