  In this article, we derive the existence of positive solutions of a
semi-linear, non-local elliptic PDE, involving a singular perturbation of the
fractional laplacian, coming from the fractional Hardy-Sobolev-Maz'ya
inequality, derived in this paper. We also derive symmetry properties and a
precise asymptotic behaviour of solutions.
