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DATUM ALGORITHMIC FAMILY

Method: Queueing & Congestion Theory

Stochastic arrival analysis, Kingman's hyperbolic wait formula, and Erlang-C multi-server capacity provisioning.

#073
Queueing Theory (M/M/1)

Queues become unexpectedly long

Why does waiting explode near full utilization?

#073 Kingman's HyperbolaWait: 25 min
✓ Linear Queue RegionArrival λ = 42/hr
WORKFORCE UTILIZATION (ρ)85%
💡Non-linear wait time spikes occur as workload nears 100% capacity.
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