Diffusion Approximations for a Multiclass Markovian Service System with 'Guaranteed' and 'Best-Effort' Service Levels
| Autor: | Constantinos Maglaras, Assaf Zeevi |
|---|---|
| Rok vydání: | 2004 |
| Předmět: |
Mathematical optimization
Service system Computer science General Mathematics Markov process Management Science and Operations Research Heavy traffic approximation Computer Science Applications System dynamics Traffic intensity symbols.namesake Differentiated services symbols Information system Best-effort delivery |
| Zdroj: | Mathematics of Operations Research. 29:786-813 |
| ISSN: | 1526-5471 0364-765X |
| Popis: | This paper considers a Markovian model of a service system motivated by communication and information services. The system has finite processing capacity and offers multiple grades of service. The highest priority users receive a “guaranteed” processing rate, while lower priority users share residual capacity according to their priority level and therefore may experience service degradation (hence the term “best effort”). This paper focuses on performance analysis for this class of systems. We consider the Halfin-Whitt heavy-traffic regime, where the arrival rate and system processing capacity both grow large in a way that the traffic intensity approaches one. We first derive a multidimensional diffusion approximation for the system dynamics and subsequently obtain a more tractable diffusion limit based on an intuitive “perturbation approach.” This method enables us to compute various closed form approximations to steady-state as well as transient congestion-related performance measures. Numerical examples illustrate the accuracy of these approximations. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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