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We present a simple algorithm that computes the convolution of Poisson, negative binomial, and geometric distributions. We show that a certain infinite-server queue in a random facility repair environment has a steady-state distribution that involves such convolutions. The algorithm arises from the steady-state equations of this process.

Technical Note—An Algorithm for Computing the Convolution of Poisson Negative Binomial and Geometric Distributions