The M/M/1 queue models a single-server stochastic processing system with Poisson arrival processes (mean rate λ) and exponentially distributed service times (mean rate μ). When traffic intensity ρ = λ/μ is strictly less than 1, steady-state probabilistic equilibrium is achieved. Little's law and birth-death Markovian balance determine mean queue length L_q and mean waiting time W_q.