Multi Level interdependencies Management for resilience in Critical Infrastructures

Ouafae Kasmi, Amine Baïna, M. Bellafkih
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引用次数: 1

Abstract

Modeling resilience of interdependent critical infrastructure is recently an important task in literature researches. The guard of these critical infrastructures (CI) is fundamental for the efficient functioning of society in particular and nations in general. The CI is composed of several entities that have highly interconnected and collaborated with other organizations to accomplish services according to mutual interdependencies and interconnections. These interdependencies reinforce the systems to be more resilient in case of vulnerabilities and failures. In this sense, sophisticated management is required to improve the protection of these infrastructures and ensure their safety, and continuous operation in cases of failures and disruptions of services. In this paper, we propose a new approach of resilience to manage disruptions and failures in critical infrastructure using multi-level interdependencies. The aim of this paper is threefold: first, we propose a road map for modeling multilevel interdependencies. Second, we introduce a new paradigm of nodes classification using a convolutional neural network. Third, we propose agents to each CI to have a global view of the resilience policy of the others using multi-levels interdependencies. Simulations results show that by adopting our proposed approach using multi-level interdependencies, improved management for resilience is gained in these CIs.
关键基础设施弹性的多层次相互依赖管理
建立相互依赖的关键基础设施弹性模型是近年来文献研究的一个重要课题。对这些关键基础设施(CI)的保护是社会特别是国家有效运作的基础。CI由多个实体组成,这些实体与其他组织高度互联和协作,根据相互依赖和相互联系来完成服务。这些相互依赖关系增强了系统在出现漏洞和故障时的弹性。从这个意义上说,需要复杂的管理来改善对这些基础设施的保护,确保它们的安全,并在服务出现故障和中断的情况下继续运行。在本文中,我们提出了一种新的弹性方法,利用多层次的相互依赖性来管理关键基础设施中的中断和故障。本文的目的有三个:首先,我们提出了一个多级相互依赖建模的路线图。其次,我们引入了一种新的使用卷积神经网络的节点分类范式。第三,我们向每个CI提出代理,以使用多层相互依赖关系对其他CI的弹性策略有一个全局视图。模拟结果表明,通过采用我们提出的方法,利用多层次的相互依赖性,在这些ci中获得了改进的弹性管理。
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