The convexity of the mean queue size of the M/M/c queue with respect to the traffic intensity

In this paper, we show that the expected number in an M / M / c queue is convex with respect to the traffic intensity. The proof is conducted by expressing the second derivative of the expected queue size as the sum of non-negative terms.