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带宽受限的无标度网络中的高效路由策略

Efficient routing strategies in scale-free networks with limited bandwidth.

作者信息

Tang Ming, Zhou Tao

机构信息

Web Sciences Center, University of Electronic Science and Technology of China, Chengdu 610054, People's Republic of China.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Aug;84(2 Pt 2):026116. doi: 10.1103/PhysRevE.84.026116. Epub 2011 Aug 22.

Abstract

We study the traffic dynamics in complex networks where each link is assigned a limited and identical bandwidth. Although the first-in-first-out (FIFO) queuing rule is widely applied in the routing protocol of information packets, here we argue that if we drop this rule, the overall throughput of the network can be remarkably enhanced. We propose some efficient routing strategies that do not strictly obey the FIFO rule. Compared to the routine shortest-path strategy, throughput for both Barabási-Albert (BA) networks and the Internet can be improved by a factor of more than five. We calculate the theoretical limitation of the throughput. In BA networks, our proposed strategy can achieve 88% of the theoretical optimum, yet for the Internet, it is about 12%, implying that we still have a huge space to further improve the routing strategy for the Internet. Finally, we discuss possibly promising ways to design more efficient routing strategies for the Internet.

摘要

我们研究复杂网络中的流量动态,其中每条链路被分配有限且相同的带宽。尽管先进先出(FIFO)排队规则在信息包的路由协议中被广泛应用,但在此我们认为,如果放弃该规则,网络的整体吞吐量可以显著提高。我们提出了一些不严格遵循FIFO规则的高效路由策略。与常规的最短路径策略相比,巴拉巴西-阿尔伯特(BA)网络和互联网的吞吐量都可以提高五倍以上。我们计算了吞吐量的理论极限。在BA网络中,我们提出的策略可以达到理论最优值的88%,而对于互联网,这一比例约为12%,这意味着我们仍有很大空间进一步改进互联网的路由策略。最后,我们讨论了为互联网设计更高效路由策略的可能有前景的方法。

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