An asymptotic approximation of the Dirichlet to Neumann (DtN) map of high contrast composite media with perfectly conducting inclusions that are close to touching is presented. The result is an explicit characterization of the map in the asymptotic limit of the distance between the inclusions tending to zero.The approximation of DtN map is applied to nonoverlapping domain decomposition methods as preconditioners.