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Transportation dynamics on coupled networks with limited bandwidth

机译:带宽有限的耦合网络上的传输动态

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摘要

The communication networks in real world often couple with each other to save costs, which results in any network does not have a stand-alone function and efficiency. To investigate this, in this paper we propose a transportation model on two coupled networks with bandwidth sharing. We find that the free-flow state and the congestion state can coexist in the two coupled networks, and the free-flow path and congestion path can coexist in each network. Considering three bandwidth-sharing mechanisms, random, assortative and disassortative couplings, we also find that the transportation capacity of the network only depends on the coupling mechanism, and the fraction of coupled links only affects the performance of the system in the congestion state, such as the traveling time. In addition, with assortative coupling, the transportation capacity of the system will decrease significantly. However, the disassortative coupling has little influence on the transportation capacity of the system, which provides a good strategy to save bandwidth. Furthermore, a theoretical method is developed to obtain the bandwidth usage of each link, based on which we can obtain the congestion transition point exactly.
机译:现实世界中的通信网络经常相互耦合以节省成本,这导致任何网络都没有独立的功能和效率。为了对此进行研究,我们在带宽耦合的两个耦合网络上提出了一种传输模型。我们发现自由流动状态和拥塞状态可以在两个耦合网络中共存,并且自由流动路径和拥塞路径可以在每个网络中共存。考虑到三种带宽共享机制,即随机耦合,分类耦合和非分类耦合,我们还发现网络的传输容量仅取决于耦合机制,而耦合链路的比例仅会影响系统在拥塞状态下的性能,例如作为旅行时间。另外,通过分类耦合,系统的运输能力将大大降低。但是,杂散耦合对系统的传输容量影响很小,这为节省带宽提供了一个很好的策略。此外,开发了一种理论方法来获取每个链路的带宽使用情况,在此基础上,我们可以准确地获取拥塞过渡点。

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