In this paper, we consider a single-server queue fed by K independent renewal arrival streams, each representing a different job class. Jobs are processed in a FIFO fashion, regardless of class. The total amount of work arriving to the system exceeds the server’s capacity. That is, the nominal traffic intensity of the system is assumed to be greater than one. Jobs arriving to the system grow im...