As our main result we prove a variant of the fractional Hardy-Sobolev-Maz'ya
inequality for half spaces. This result contains a complete answer to a recent
open question by Musina and Nazarov. In the proof we apply a new version of the
fractional Hardy-Sobolev inequality that we establish also for more general
unbounded John domains than half spaces