基于联邦代理的IT关键基础设施相互依赖关系建模与仿真方法研究

E. Casalicchio, E. Galli, Salvatore Tucci
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引用次数: 77

摘要

基于代理的建模与仿真(ABMS)是研究关键基础设施相互依赖关系的一种很有前途的仿真技术。此外,联邦仿真具有两个相关特性,即仿真模型重用和专业知识共享,可用于关键基础设施保护等多部门领域。在本文中,我们提出了一种利用ABMS和联邦模拟的优点来研究关键基础设施中的相互依赖性的新方法。首先,我们讨论了基于联邦代理的建模的优点和实现联邦ABMS框架的困难。为了证明我们的解决方案的相关性,我们提出了一个示例驱动的方法,将注意力放在关键信息基础设施上。我们还实现了一个联邦ABMS框架,它将Repast(一个基于代理的仿真引擎)和omnet++(一个IT系统和通信网络建模和仿真环境)联合起来。仿真结果的选择显示了联邦ABMS如何揭示系统的相互依赖关系,以及它如何帮助对它们进行量化。
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Federated Agent-based Modeling and Simulation Approach to Study Interdependencies in IT Critical Infrastructures
Agent-based modeling and simulation (ABMS) is one of the more promising simulation techniques to study the interdependencies in critical infrastructures. Moreover, federated simulation has two relevant properties, simulation models reuse and expertise sharing, that could be exploited in a multi-sectorial field, such as critical infrastructure protection. In this paper we propose a new methodology which exploits the benefit of both ABMS and Federated simulation, to study interdependencies in critical infrastructures. First of all we discus advantages of federated agent-based modeling and difficulties in implementing a Federated ABMS framework. To demonstrate the relevance of our solution we propose an example driven approach that poses the attention on critical information infrastructure. We have also implemented a Federated ABMS framework, which federate Repast, an agent-based simulation engine and OMNeT++ an IT systems and communication networks modeling and simulation environment. A selection of simulation results shown how Federated ABMS could shed light on system interdependencies and how it helps in quantifying them.
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