互联网传输关系的网络形成模型

Aemen Lodhi, C. Dovrolis
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引用次数: 7

摘要

互联网中的大多数自治系统需要选择一个或多个传输提供商。供应商的选择过程是复杂的,受动态定价、合同、绩效、营销和其他因素的影响。我们提出了一个简单的动态模型,该模型捕捉了提供者选择过程的显著特征。这种模式创造了一种积极的反馈效应,即“供应商越大,它的规模就越大”。然后,我们研究了由此产生的网络形成过程,表明它总是导致一个稳定的,但不是唯一的网络。我们还使用计算实验来了解收敛延迟如何随网络规模、影响不同均衡数量的因素以及三个关键模型参数的影响而缩放。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A network formation model for internet transit relations
Most Autonomous Systems in the Internet need to select one or more transit providers. The provider selection process is complex, influenced by dynamic pricing, contracts, performance, marketing and other factors. We propose a simple dynamic model that captures the salient features of the provider selection process. The model creates a positive feedback effect, where "the bigger a provider is the bigger it gets". We then study the resulting internetwork formation process, showing that it always leads to a stable, but not unique, internetwork. We also use computational experiments to understand how the convergence delay scales with the size of the network, the factor(s) that affect the number of distinct equilibria, and the impact of three key model parameters.
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