The arrival of buses at a bus stop refers to the random and independent instances when buses reach a designated location to pick up or drop off passengers. This phenomenon can be modeled using probability distributions, particularly the Poisson distribution, which helps in understanding the frequency of bus arrivals over a specific time interval, revealing patterns and expectations for scheduling.