Substituting Eq. 9 in Eq. 6 we obtain a critical threshold for an epidemic spreading process bounded by congestion.
Increasing the traffic above λc will gradually congest all the nodes in the network up to a limit in which the traffic is stationary and the lengths of queues grow without limit.