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Phase Changes in the Evolution of the IPv4 and IPv6 AS-Level Internet Topologies

机译:Ipv4和Ipv6 as级互联网演进的阶段性变化   拓扑

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摘要

In this paper we investigate the evolution of the IPv4 and IPv6 Internettopologies at the autonomous system (AS) level over a long period of time.Weprovide abundant empirical evidence that there is a phase transition in thegrowth trend of the two networks. For the IPv4 network, the phase changeoccurred in 2001. Before then the network's size grew exponentially, andthereafter it followed a linear growth. Changes are also observed around thesame time for the maximum node degree, the average node degree and the averageshortest path length. For the IPv6 network, the phase change occurred in late2006. It is notable that the observed phase transitions in the two networks aredifferent, for example the size of IPv6 network initially grew linearly andthen shifted to an exponential growth. Our results show that following decadesof rapid expansion up to the beginning of this century, the IPv4 network hasnow evolved into a mature, steady stage characterised by a relatively slowgrowth with a stable network structure; whereas the IPv6 network, after a slowstartup process, has just taken off to a full speed growth. We also provideinsight into the possible impact of IPv6-over-IPv4 tunneling deployment schemeon the evolution of the IPv6 network. The Internet topology generators so farare based on an inexplicit assumption that the evolution of Internet followsnon-changing dynamic mechanisms. This assumption, however, is invalidated byour results.Our work reveals insights into the Internet evolution and providesinputs to future AS-Level Internet models.
机译:本文研究了自治系统(AS)级别的IPv4和IPv6互联网拓扑在很长一段时间内的发展。我们提供了丰富的经验证据,表明这两个网络的增长趋势存在相变。对于IPv4网络,此阶段发生在2001年。在此之前,网络的大小呈指数增长,随后呈线性增长。最大节点度,平均节点度和平均最短路径长度在同一时间也观察到变化。对于IPv6网络,相变发生在2006年末。值得注意的是,在两个网络中观察到的相变是不同的,例如,IPv6网络的大小最初呈线性增长,然后转变为指数增长。我们的结果表明,到本世纪初,经过数十年的快速扩展,IPv4网络已经发展成为一个成熟,稳定的阶段,其特征是相对缓慢的增长和稳定的网络结构。经过缓慢的启动过程之后,IPv6网络才开始全面发展。我们还提供了有关IPv6-over-IPv4隧道部署方案对IPv6网络的发展可能产生的影响的见解。到目前为止,Internet拓扑生成器基于一个明确的假设,即Internet的发展遵循不变的动态机制。但是,此假设会因我们的结果而无效。我们的工作揭示了对Internet演进的见识,并为将来的AS级Internet模型提供了输入。

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