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In [[queueing theory]], a discipline within the mathematical [[probability theory|theory of probability]], '''traffic equations''' are equations that describe the mean arrival rate of traffic, allowing the arrival rates at individual nodes to be determined. Mitrani notes "if the network is stable, the traffic equations are valid and can be solved."<ref name="mitrani">{{Cite book | last = Mitrani | first = Isi | title = Probabilistic modelling | publisher = [[Cambridge University Press]] | date = 1998 | isbn = 0-521-58530-9}}{{Page needed|date=December 2010}}</ref>
 
==Jackson network==
 
In a [[Jackson's theorem (queueing theory)|Jackson network]], the mean arrival rate <math>\lambda_i</math> at each node ''i'' in the network is given by the sum of external and internal arrivals. If external arrivals have rate <math>\gamma_i</math> and the routing matrix{{clarify|reason=link of definition?|date=December 2010}} is ''P'', the traffic equations are,<ref name="harrison">{{Cite book | last = Harrison | first = Peter G. | authorlink = Peter G. Harrison | last2 = Patel | first2 = Naresh M. | title = Performance Modelling of Communication Networks and Computer Architectures | publisher = Addison-Wesley | date = 1992 | isbn = 0-201-54419-9}}{{Page needed|date=December 2010}}</ref> (for&nbsp;''i''&nbsp;=&nbsp;1,&nbsp;2,&nbsp;...,&nbsp;''m'')
 
::<math>\lambda_i = \gamma_i + \sum_{j=1}^m p_{ji}\lambda_j.</math>
 
This can be written in matrix form as
 
::<math>\lambda(I-P)=\gamma \, , </math>
 
and there is a unique solution of unknowns <math>\lambda_i</math> to this equation, so the mean arrival rates at each of the nodes can be determined given knowledge of the external arrival rates <math>\gamma_i</math> and the matrix ''P''. The matrix ''I''&nbsp;&minus;&nbsp;''P'' is surely non-singular as otherwise in the long run the network would become empty.<ref name="mitrani" />
 
==Gordon–Newell network==
 
In a [[Gordon–Newell network]] there are no external arrivals, so the traffic equations take the form (for&nbsp;''i''&nbsp;=&nbsp;1,&nbsp;2,&nbsp;...,&nbsp;''m'')
 
::<math>\lambda_i = \sum_{j=1}^m p_{ji} \lambda_j.</math>
 
==Notes==
 
{{Reflist}}
 
{{Queueing theory}}
 
[[Category:Queueing theory]]
[[Category:Stochastic processes]]

Revision as of 07:44, 23 January 2014

In queueing theory, a discipline within the mathematical theory of probability, traffic equations are equations that describe the mean arrival rate of traffic, allowing the arrival rates at individual nodes to be determined. Mitrani notes "if the network is stable, the traffic equations are valid and can be solved."[1]

Jackson network

In a Jackson network, the mean arrival rate λi at each node i in the network is given by the sum of external and internal arrivals. If external arrivals have rate γi and the routing matrixTemplate:Clarify is P, the traffic equations are,[2] (for i = 1, 2, ..., m)

λi=γi+j=1mpjiλj.

This can be written in matrix form as

λ(IP)=γ,

and there is a unique solution of unknowns λi to this equation, so the mean arrival rates at each of the nodes can be determined given knowledge of the external arrival rates γi and the matrix P. The matrix I − P is surely non-singular as otherwise in the long run the network would become empty.[1]

Gordon–Newell network

In a Gordon–Newell network there are no external arrivals, so the traffic equations take the form (for i = 1, 2, ..., m)

λi=j=1mpjiλj.

Notes

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Template:Queueing theory

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