Probability theory and stochastic processes Definition
Queueing theory
Builds on Independent and identically distributed random variablesProbability distributionExpected value
Definition
Let and be probability distributions on and let be an integer. A single-station queue , in Kendall's notation, is the following model:
- customers arrive at times whose gaps and first time are independent and identically distributed with law ;
- customer needs a service time , where are independent with law and independent of the arrivals;
- there are servers and an unlimited waiting room, and customers are served in order of arrival by the first free server.
The queue length is the number of customers in the system at time , waiting or in service. Queueing theory studies such models and their networks.
Remarks
The letter stands for an exponential law, which makes the model Markov, and for a deterministic law. With mean gap and mean service time , the traffic intensity is . Example: the M/M/1 queue takes exponential of rate , exponential of rate and ; then is a birth–death process. Non-example: if customers who find the server busy leave at once, the model is a loss system, not an queue, since clause 3 asks for an unlimited waiting room. For the queue with finite means, ensures that the waiting times converge in law to a finite limit, and makes them tend to infinity.
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- no evidence level
- Expected value concept
- Independent and identically distributed random variables concept
- Probability distribution concept
- Queueing theory definition
Further reading
About this page
| Tag | 1WT57ED272 |
|---|---|
| URI | m2://1WT57ED272 |
| Kind | definition |
| Writing | W0 stub |
| MSC | 60K25, 90B22, 60K30 |
| Defines | Queueing theory |
| Uses | Independent and identically distributed random variables, Probability distribution, Expected value |
| Changed | 2 November 2026 |
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