Why does the queue get so long near full utilization?
Because variability compounds. With variable arrivals and service times, a system at very high utilization has no slack to recover from a busy patch, so waits rise sharply rather than smoothly. This is why real operations rarely target full utilization and why exams ask about it.
This comes up on Operations and Supply Chain, where it is answered in the context of the work itself.
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