Modeling connection admission control

Xiaoqiang Chen
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引用次数: 7

Abstract

The performance of connection admission control is analyzed on the basis of the single-class, single-queue scheme with input consisting of statistically identical on-off traffic sources, each modeled by an IPP process. The scheme known as the MMPP/G/1/K queue is first analyzed exactly. The computational complexity associated with the exact analysis becomes intolerable for increasing dimensionality of both buffer space and number of traffic sources, so a computationally simple approximation for the model, using a quasi-stationary approximation technique, is proposed. The validity of this approximation is examined through the transient analysis of the underlying state process. Numerical results illustrate the effectiveness of the quasi-stationary approximation and provide insight into the system performance.<>
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建模连接允许控制
在单类单队列方案的基础上,分析了连接准入控制的性能,该方案的输入由统计上相同的开关流量源组成,每个流量源都由IPP过程建模。首先对MMPP/G/1/K队列方案进行了详细分析。随着缓冲空间的维数和流量源数量的增加,精确分析的计算复杂度变得难以忍受,因此提出了一种计算简单的近似模型,采用准平稳近似技术。通过对潜在状态过程的瞬态分析来检验这种近似的有效性。数值结果说明了准平稳近似的有效性,并对系统性能提供了深入的了解。
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