网络物理网络中针对级联故障的互连链路分配研究

Osman Yağan, Dajun Qian, Junshan Zhang, D. Cochran
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引用次数: 7

摘要

我们考虑一个由两个相互作用的网络组成的网络物理系统,即,一个网络网络覆盖一个物理网络。在发生攻击时,由于网络之间的相互依赖性,一个网络中的节点故障可能导致影响两个网络的级联故障-可能导致整个基础设施的崩溃。对这种灾难性故障的鲁棒性在很大程度上取决于将一个网络中的节点连接到另一个网络中的节点以实现正常功能的互连链路的分配。假设没有关于两个组成网络中每个网络的度分布的信息,我们开发了一个“统一”的分配策略,在所有节点上平等地分配网络间链路。我们的研究结果表明,从网络弹性的角度来看,与随机分配相比,网络边缘的均匀分配产生了显著的收益。
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On allocating interconnecting links against cascading failures in cyber-physical networks
We consider a cyber-physical system consisting of two interacting networks, i.e., a cyber-network overlaying a physical-network. In the event of attacks, due to the interdependence between the networks, node failures in one network may result in a cascade of failures affecting both networks - potentially leading to the collapse of the entire infrastructure. Robustness against such catastrophic failure hinges heavily on the allocation of the interconnecting links that connect nodes in one network to nodes in the other network for proper functioning. Assuming that no information about the degree distribution within each of the two constituent networks, we develop a “uniform” allocation strategy that allots inter-network links equally across all nodes. Our findings indicate that, from a network resilience perspective, uniform allocation of internetwork edges yields a significant gain compared to random allocation.
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