Only the wealthy. Dry grain products were the winter staple, breads, gruels, and porridges especially. Preserving milk wasn't really necessary if you had a cow though.
I highly recommend http://www.godecookery.com/
Generally, my experiences with Roman food have been a lot better though - Apicius...