Poisson Distribution
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Models the number of events occurring in a fixed interval of time or space, given a known average rate. P(X = k) = (lambda^k * e^(-lambda)) / k!. Used in modeling server requests, network packet arrivals, and rare events. Approximates Binomial when n is large and p is small.