The Collaborative International Dictionary of English v.0.48:

Dairying \Dai"ry*ing\, n.
   The business of conducting a dairy.
   [1913 Webster]

WordNet (r) 3.0 (2006):

dairying
    n 1: the business of a dairy [syn: dairying, dairy farming]