We consider a non-preemptive head-of-the-line multi-server multi-queue
ing priority model with finite buffer capacity for each priority class
. As an arrival process, a generalized Markovian arrival process with
marked transitions is used. The service-time distribution is of phase-
type and identical for the different priority classes. The model is de
scribed by a homogeneous continuous-time Markov chain (CTMC). From the
steady-state distribution of the CTMC, which is calculated by matrix-
geometric methods, we derive the steady-state distributions immediatel
y after arrival instants of the different priority classes. Applying m
atrix-analytic methods, we calculate the Laplace-Stieltjes Transform (
LST) of the actual waiting times for the different priority classes.