The authors consider a single server priority queueing system with two
priority classes of customers. The work is motivated for performance
analysis of multiplexing video and data in communication networks, whe
re videos at cell level arrive according to a two-state Markov-modulat
ed Poisson process (MMPP) and data arrive according to a Poisson proce
ss. With the supplementary variable method, the authors explicitly obt
ain the steady-state joint generating function of the queue lengths of
each class. They also investigate the queue lengths of each class by
a technique of Markov-modulated fluid flow (MMFF). In comparison with
the MMPP model, the MMFF model provides computationally simple procedu
res and results. Numerical results show that performance measures obta
ined with the MMFF model are quite close to those with the MMPP model.