a dynamic network robustness evaluation method in cyberspace based on perron-frobenius eigenvalue

ISCAS OpenIR > 2010软件所会议论文

	a dynamic network robustness evaluation method in cyberspace based on perron-frobenius eigenvalue
	Wang Yin; Huang ZhiYu
	2010
会议名称	2nd International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2010
会议录名称	Proceedings - 2010 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2010
页码	185-188
会议日期	40826
会议地点	Huangshan, China
收录类别	ei
出版地	United States
ISBN	9780770000000
部门归属	(1) Tsinghua University, Beijing, China; (2) Institute of Software, Chinese Academy of Sciences, Beijing, China
摘要	Cyberspace has become a promising research topic in recent years. One of the key problems to be solved is to evaluate the robustness of the networked nodes, that is, how the network enhance the system performance and how to measure the contribution quantitatively, which plays a crucial role in both network plan and security sectors. In this article, we proposed two methods to measure network robustness called A-PFE and W-PFE based on Perron-Frobenius theorem. Simulations have shown that the proposed W-PFE method can effectively reflect the dynamic network robustness when the network changes. Moreover, it has the further advantage of simple calculation and clear physical concept characteristics, comparing with traditional methods such as exploratory data analysis. © 2010 IEEE.
关键词	Computers Distributed Computer Systems Eigenvalues And Eigenfunctions
语种	英语
内容类型	会议论文
URI标识	http://ir.iscas.ac.cn/handle/311060/8590
专题	2010软件所会议论文
推荐引用方式 GB/T 7714	Wang Yin,Huang ZhiYu. a dynamic network robustness evaluation method in cyberspace based on perron-frobenius eigenvalue[C]. United States,2010:185-188.

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