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12th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MASCOTS'04)
Bottlenecks Identification in Multiclass Queueing Networks Using Convex Polytopes
Volendam, The Netherlands
October 04-October 08
ISBN: 0-7695-2251-3
Giuliano Casale, Politecnico di Milano
Giuseppe Serazzi, Politecnico di Milano
It is known that the resources that limit the overall performance of the system are the congested ones, referred to as bottlenecks. From the knowledge of the bottleneck stations with a limited computational effort it is possible to derive asymptotic values of several performance indices. While identifying the bottleneck stations under a single-class workload is a well-established practice, no simple methodology for multiclass models exists. In this paper we present new algorithms for identifying the bottlenecks in multiclass queueing networks with constant-rate servers. We show how the application of assessed techniques, such as the ones related to the convex polytopes, can provide insights on the performance of a queueing network. The application of our techniques to the asymptotic analysis of closed product-form networks is also investigated.
Citation:
Giuliano Casale, Giuseppe Serazzi, "Bottlenecks Identification in Multiclass Queueing Networks Using Convex Polytopes," mascots, pp.223-230, 12th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MASCOTS'04), 2004
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