In this note we study multiclass queueing networks with fluid arrival
streams and service processes. Assuming that the arrival rate does not
exceed the network capacity, we deduce stability of the network using
the tools of ergodic theory. We show that the distributions of the pr
ocess converge to a unique steady state value and that convergence tak
es place at a geometric rate under appropriate moment conditions.