On Harris Recurrence in Continuous Time

We show that a continuous-time Markov process X is Harris recurrent if and only if there exists a nonzero α-finite measure I½ on its state space such that X surely hits sets with positive I½-measure. This simple criterion is applied to some nonparametric closed queueing networks.