• It is interesting to note that the converse of the above result is also true. If the inter-arrival times between two events of a discrete state process are exponentially distributed with mean then is a Poisson process with the parameter .
• The exponential distribution of the inter-arrival process indicates that the arrival process has no memory. Thus

Another important quantity is the waiting time This is the time that elapses before the event occurs. Thus