This chapter studies arithmetic semigroups, from the point of view of multisets and sets of prime elements, and with the addition of the norm structure. Particular emphasis is given to the standard arithmetic semigroup \((\N_+, \cdot)\). Exponential distributions for such semigroups have interestng connections to analytic number theory.