You may nor save your configuration file thats why when you restart the machine your Network configurations including DNS configuration gone. You have to save your configurations like this command :X!= That means save and exit.
Cheers, Udin 
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Re: The DNS configured during guest customization does not persist at reboot for CentOS 6.3.
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