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arXiv 0802.3283cs.NI
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互联网中交通、地理和经济的综合模型

An integrated model of traffic, geography and economy in the Internet

Petter Holme, Josh Karlin, Stephanie Forrest

摘要:

对互联网增长进行建模对于了解当前网络以及预测和改善其未来都很重要。迄今为止,互联网模型通常试图解释以下特征的子集:网络结构,交通流量,地理和经济。在本文中,我们提出了一个离散的,基于代理的模型,集成了所有这些。我们表明,该模型生成的网络的拓扑结构,动态和(更投机)的空间分布,是类似于互联网。

英文摘要:

Modeling Internet growth is important both for understanding the current network and to predict and improve its future. To date, Internet models have typically attempted to explain a subset of the following characteristics: network structure, traffic flow, geography, and economy. In this paper we present a discrete, agent-based model, that integrates all of them. We show that the model generates networks with topologies, dynamics, and (more speculatively) spatial distributions that are similar to the Internet.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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