It definitely comes from the south and it's delicious!
The cake is cocoa with red food coloring and usually a cream cheese icing.
I've seen cake mixes for it but if you check Food Network or Epicurioius, you can find recipes
red velvet cake : Food Network
Wishing him a Happy Birthday and sending thanks for everything the military does for us.