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On Single-Class Load-Dependent Normalizing Constant Equations

机译:关于单类负荷相关的归一化常数方程

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Normalizing constant recurrence equations play an important role in the exact analysis of load-independent (LI) product-form queueing networks. However, they have not been extended to the load-dependent (LD) case, and this is a limitation for new solution techniques based on linear systems of recurrence equations. In this paper, we define LD generalizations of existing LI single-class normalizing constant equations. We first extend Buzen's convolution expression by introducing the new concept of station rate shift. This also leads us to derive a LD extension of the MVA queue-length recursion that does not involve probabilities. Moreover, we propose a technique for the mean value analysis of queue-dependent functions, which provides a generalization of the network population constraint and new exact formulas for LI models
机译:归一化常数递归方程在不依赖于负载(LI)的产品形式排队网络的精确分析中起着重要作用。但是,它们尚未扩展到依赖于负载(LD)的情况,这是对基于递归方程线性系统的新求解技术的限制。在本文中,我们定义了现有的LI单类归一化常数方程的LD推广。我们首先通过引入站速率偏移的新概念来扩展Buzen的卷积表达式。这也导致我们得出不涉及概率的MVA队列长度递归的LD扩展。此外,我们提出了一种用于队列相关函数的均值分析的技术,该技术为网络人口约束和LI模型的新精确公式提供了一个概括。

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