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Single Queue vs Multiple Queues — Service Design

LinkedInData Scientist · Onsite

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Evaluates queueing-system reasoning for single-line versus multiple-line bank teller designs. Strong answers compare M/M/c pooling with parallel M/M/1 queues, waiting-time averages, variance, stability, fairness, and operations.

Scenario: A bank wants to choose between a single‑line multi‑server queue and multiple independent queues.

Question 1: Compare expected waiting time and variance between a single‑line multi‑server system and multiple independent queues.

Question 2: Under what customer‑load scenarios does one system outperform the other?

Question 3: How would you model customer experience and throughput analytically?

Question 4: What data would you collect post‑implementation to validate the design choice?