The purpose of this paper is to formulate a calculus of variations for certain discrete systems which are governed by second order partial difference equations. This is accomplished by deriving necessary conditions for a multiple sum to be extremal. The procedure used to obtain the necessary conditions yields boundary terms which in turn load to natural boundary conditions and conservation laws for the discrete system.