The relation between the Poisson distribution and the exponential distribution is summarized by the following proposition.
Proposition The number of occurrences of an event within a unit of time has a Poisson distribution with parameter $lambda $ if the time elapsed between two successive occurrences of the event has an exponential distribution with parameter $lambda $ and it is independent of previous occurrences