  In this paper, we analyze the steady state maximum overlap time in the M/M/1
queue. We derive the maximum overlap time tail distribution, its moments and
the moment generating function. We also analyze the steady state minimum
overlap time of the adjacent customers and compute its moments and moment
generating function. Our results provide new insight on how customers become
infected in the M/M/1 queue.
