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A Distributed Immunization Strategy Based on Autonomy-Oriented Computing

机译:基于自主型计算的分布式免疫策略

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In recent years, immunization strategies have been developed for stopping epidemics in complex-network-like environments. So far, it remains to be difficult for the existing strategies to deal with distributed community networks, even though they are ubiquitous in the real world, In this paper, we propose a distributed immunization strategy based on the ideas of self-organization and positive feedback from Autonomy-Oriented Computing (AOC). The AOC-based strategy can effectively be applied to handle large-scale, dynamic networks. Our experimental results have shown that the autonomous entities deployed in this strategy can collectively find and immunize most of the highly-connected nodes in a network within just a few steps.
机译:近年来,已经制定了免疫策略,用于停止在复杂网络的环境中的流行病。到目前为止,现有战略仍然很难处理分布式社区网络,即使他们在现实世界中普遍存在,本文提出了一种基于自组织和积极反馈的思想的分布式免疫策略从以自主语为导向的计算(AOC)。基于AOC的策略可以有效地应用于处理大规模的动态网络。我们的实验结果表明,在该策略中部署的自主实体可以在几个步骤中集体发现和免疫网络中的大多数高度连接的节点。

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