Increasing convex ordering of queue length in bulk queues

This paper considers single-server bulk queues M(X)/G(Y)/1 and G(X)/M(Y)/1. In the former queue, service times and service capacity are dependent, while in the latter queue, inter-arriving times and arriving group size are dependent. We show that stronger dependence between those leads to shorter queue lengths in the increasing convex ordering sense.