Queues in System Design Architecture

Queues in System Design Architecture.  Queues are about everywhere they are not only a data structure that you study out of the blue in computer science, but they also help distribute your system.  But once you distribute your system with queues you face new issues, namely the queue being out of capacity, what do you do in these cases?