[PDF][PDF] Perfect simulation of index based routing queueing networks

JM Vincent, J Vienne - ACM SIGMETRICS Performance …, 2006 - researchgate.net
ACM SIGMETRICS Performance Evaluation Review, 2006researchgate.net
Markovian queueing networks models are widely used for performance evaluation of
computer systems, production lines, communication networks and so on. Routing strategies
allocate clients to queues after the end of service. In many situations such as deterministic,
probabilistic, or state dependent like Join the shortest queue routing, the routing function
could be written in terms of index scheduling functions introduced in [?,?]. When the
capacities of queues are finite [?], product form property of the steady-state usually vanishes …
Markovian queueing networks models are widely used for performance evaluation of computer systems, production lines, communication networks and so on. Routing strategies allocate clients to queues after the end of service. In many situations such as deterministic, probabilistic, or state dependent like Join the shortest queue routing, the routing function could be written in terms of index scheduling functions introduced in [?,?].
When the capacities of queues are finite [?], product form property of the steady-state usually vanishes. Thus approximations [?] could be applied. Finally when analytical methods fail, simulation provides estimates on performances of the network. Drawbacks of simulation are the control of the warm-up period before sampling and the influence of the initial state on the stochastic behavior of the system.
researchgate.net
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