基于聚类的安全分级虚拟网络映射方法

doi:10.11959/j.issn.1000-0801.2021224

Abstract

Abstract:

Based on the 5G network environment, a security hierarchical virtual network mapping method based on K-means clustering was proposed.In particular, the idea of node security classification and the combination of K-menas clustering algorithm was involved to solve the key problems of low security and low mapping efficiency existing in current virtual network mapping.Compared with traditional methods, this research method improves the efficiency of virtual node mapping and enhances the network resilience.

Key words: clustering, security classification, virtual node, mapping, K-means

CLC Number:

TP393

Xie LU, Lei XU, Manjun ZHANG. Safe hierarchical virtual network mapping method based on clustering[J]. Telecommunications Science, 2021, 37(9): 112-117.

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References 10

[1]	梁辉, 韩潇, 李福昌 . 5G URLLC无线网络部署方案分析[J]. 邮电设计技术, 2020(3): 15-18.
	LIANG H , HAN X , LI F C . Analysis on 5G uRLLC wireless network deployment scheme[J]. Designing Techniques of Posts and Telecommunications, 2020(3): 15-18.
[2]	程祥, 张忠宝, 苏森 ,等. 虚拟网络映射问题研究综述[J]. 通信学报, 2011,32(10): 143-151.
	CHENG X , ZHANG Z B , SU S ,et al. Survey of virtual network embedding problem[J]. Journal on Communications, 2011,32(10): 143-151.
[3]	肖蔼玲, 王颖, 孟洛明 ,等. 面向多节点故障的生存性虚拟网络映射方法[J]. 通信学报, 2015,36(4): 85-92.
	XIAO A L , WANG Y , MENG L M ,et al. Virtual network embedding approach to survive multiple node failures[J]. Journal on Communications, 2015,36(4): 85-92.
[4]	季新生, 赵硕, 艾健健 ,等. 异构备份式的虚拟网映射方法研究[J]. 电子与信息学报, 2018,40(5): 1087-1093.
	JI X S , ZHAO S , AI J J ,et al. Research on heterogeneous-backup virtual network embedding[J]. Journal of Electronics ＆ Information Technology, 2018,40(5): 1087-1093.
[5]	刘新波, 王布宏, 刘帅琦 ,等. 安全虚拟网络映射的启发式算法[J]. 系统工程与电子技术, 2018,40(3): 676-681.
	LIU X B , WANG B H , LIU S Q ,et al. Heuristic algorithm for secure virtual network embedding[J]. Systems Engineering and Electronics, 2018,40(3): 676-681.
[6]	龚水清, 陈靖, 黄聪会 ,等. 信任感知的安全虚拟网络映射算法[J]. 通信学报, 2015,36(11): 180-189.
	GONG S Q , CHEN J , HUANG C H ,et al. Trust-aware secure virtual network embedding algorithm[J]. Journal on Communications, 2015,36(11): 180-189.
[7]	张冬梅, 李敏, 徐大川 ,等. K-均值问题的理论与算法综述[J]. 中国科学:数学, 2020,50(9): 1387-1404.
	ZHANG D M , LI M , XU D C ,et al. A survey on theory and algorithms for K-means problems[J]. Scientia Sinica (Mathematica), 2020,50(9): 1387-1404.
[8]	王子龙, 李进, 宋亚飞 . 基于距离和权重改进的 K-means 算法[J]. 计算机工程与应用, 2020,56(23): 87-94.
	WANG Z L , LI J , SONG Y F . Improved K-means algorithm based on distance and weight[J]. Computer Engineering and Applications, 2020,56(23): 87-94.
[9]	徐涛, 丁晓璐, 李建伏 . K最短路径算法综述[J]. 计算机工程与设计, 2013,34(11): 3900-3906,3911.
	XU T , DING X L , LI J F . Review on K shortest paths algorithms[J]. Computer Engineering and Design, 2013,34(11): 3900-3906,3911.
[10]	王奇超, 文再文, 蓝光辉 ,等. 优化算法的复杂度分析[J]. 中国科学:数学, 2020,50(9): 1271-1336.
	WANG Q C , WEN Z W , LAN G H ,et al. Complexity analysis for optimization methods[J]. Scientia Sinica (Mathematica), 2020,50(9): 1271-1336.

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Safe hierarchical virtual network mapping method based on clustering

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