For many waiting line situations, the arrivals occur randomly and independently of other arrivals and it has been found that a good description of the arrival pattern is provided by

a. a normal probability distribution.
b. an exponential probability distribution.
c. a uniform probability distribution.
d. a Poisson probability distribution.