宽带网络自适应虚拟路径分配策略

A. Orda, G. Pacifici, D. Pendarakis
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引用次数: 34

摘要

提出了一种新的宽带网络虚拟路径带宽分配策略。基于阈值方案,我们的策略处理带宽利用率和处理成本之间的固有权衡。在每个虚拟路径控制器中选择阈值,以保持较高的带宽利用率,同时获得较低的处理请求率。在我们的阈值方案中使用了两个新颖的思想:自适应性,它可以更好地预测未来的带宽需求;以及迟滞,它可以防止由于阈值周围的振荡而过度处理请求。我们测试了新带宽控制方案的性能,并将其与先前提出的方案进行了比较。性能指标为未使用带宽的预期量、平均信令负载和阻塞概率。通过数值计算和模拟对其性能进行了评价。我们的分析基于时间分割技术,该技术允许我们将具有NM状态的马尔可夫链减少为具有N个状态的M个马尔可夫链和具有M个状态的一维链。我们的研究结果表明,我们的政策显著改善了之前建议的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An adaptive virtual path allocation policy for broadband networks
We propose a new policy for virtual path bandwidth allocation in broadband networks. Based on a threshold scheme, our policy handles the inherent tradeoff between bandwidth utilization and processing costs. In each virtual path controller the thresholds are chosen so as to keep bandwidth utilization high, while obtaining a low rate of processing requests. Two novel ideas are used in our threshold scheme: adaptivity, which results in a better prediction of future bandwidth requirements; and hysteresis, which prevents excessive processing of requests due to oscillations around thresholds. We tested the performance of our new bandwidth control scheme, and compared it with previously suggested schemes. The performance measures were the expected amount of unused bandwidth, the average signaling load and the blocking probability. Performance has been evaluated through numerical computations as well as by simulations. Our analysis is based on a time segmentation technique which allows us to reduce a Markov chain with NM states into M Markov chains with N states and a one-dimensional chain with M states. Our results show that our policy significantly improves upon previously suggested approaches.
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