II · Probability & randomness
Poisson process
What it is
Events arrive at constant average rate λ; inter-arrival times are exponentially distributed.
Where it lives
Web request arrivals, network packet losses, server failures, cache eviction.
The key insight
Memoryless: P(next arrival in t∣no arrival yet for s) = P(arrival in t). Decisive for queueing math.