网络功能虚拟化环境中大规模资源状态监测策略

doi:10.11959/j.issn.2096-109x.2019061

网络与信息安全学报 ›› 2019, Vol. 5 ›› Issue (6): 42-49.doi: 10.11959/j.issn.2096-109x.2019061

网络功能虚拟化环境中大规模资源状态监测策略

海梅生(),伊鹏,江逸茗,谢记超

国家数字交换系统工程技术研究中心，河南郑州 450002

修回日期:2019-03-12 出版日期:2019-12-15 发布日期:2019-12-14
作者简介:海梅生（1989- ），男，山西万荣人，硕士，主要研究方向为新型网络体系结构和网络安全|伊鹏（1977- ），男，湖北黄冈人，博士，国家数字交换系统工程技术研究中心研究员、博士生导师，主要研究方向为新型网络体系结构和网络安全。|江逸茗（1984- ），男，河南郑州人，博士，国家数字交换系统工程技术研究中心讲师，主要研究方向为新型网络体系结构和网络虚拟化。|谢记超（1994- ），男，河北石家庄人，硕士，主要研究方向为新型网络体系结构和网络虚拟化。
基金资助:
国家重点研发计划基金资助项目(2018YFB080400);国家自然科学基金资助项目(61521003);国家自然科学基金资助项目(61572519)

Large-scale resource state monitoring strategy in network function virtualization environment

Meisheng HAI(),Peng YI,Yiming JIANG,Jichao XIE

National Digital Switching System Engineering ＆Technology Research Center,Zhengzhou 450002,China

Revised:2019-03-12 Online:2019-12-15 Published:2019-12-14
Supported by:
The National Key Research and Development Program of China(2018YFB080400);The National Natural Science Foundation of China(61521003);The National Natural Science Foundation of China(61572519)

摘要/Abstract

摘要：

在网络功能虚拟化（NFV）环境中，为了提高网络中基础设施资源利用率，高效动态部署服务功能链，编排管理域需要对网络中底层资源及虚拟网络功能状态进行实时监测，但实时监测会产生大量通信开销。提出了网络通信开销最小化的智能分布式监测策略，通过改进的标签传播算法智能划分子网并选择代理监测节点，实现了对资源和虚拟功能状态的高效监测，并使监测信息通信开销最小。仿真结果表明，所提监测策略使网络中监测信息通信开销降低约13%。图4 不同算法下子网节点数量方差图

关键词: 网络功能虚拟化, 监测, 通信开销, 代理节点

Abstract:

In order to improve the utilization of the infrastructure resource and efficiently deploy the service function chain dynamically in network function virtualization,the orchestration management domain needs to monitor the network resources and virtual network function status in real time,but real-time monitoring will bring large communication overhead.An intelligent distributed monitoring strategy with minimal network communication overhead was proposed.The improved label propagation algorithm intelligently subnets and selects agent monitoring nodes to achieve efficient monitoring of resource and virtual function status and minimize monitoring information communication overhead.The simulation results show that the monitoring strategy proposed reduces the monitoring information communication overhead in the network by about 13%.

Key words: network function virtualization, monitoring, communication overhead, agent node

中图分类号:

TP393

海梅生,伊鹏,江逸茗,谢记超. 网络功能虚拟化环境中大规模资源状态监测策略[J]. 网络与信息安全学报, 2019, 5(6): 42-49.

Meisheng HAI,Peng YI,Yiming JIANG,Jichao XIE. Large-scale resource state monitoring strategy in network function virtualization environment[J]. Chinese Journal of Network and Information Security, 2019, 5(6): 42-49.

图/表 5

参考文献 15

[1]	SAGUY I S . Challenges and opportunities in food engineering:modeling,virtualization,open innovation and social responsibility[J]. Journal of Food Engineering, 2016,176: 2-8.
[2]	SAHHAF S , TAVERNIER W , CZENTYE J ,et al. Scalable architecture for service function chain orchestration[C]// European Workshop on Software Defined Networks. 2015: 19-24.
[3]	HAN B , GOPALAKRISHNAN V , JI L ,et al. Network function virtualization:challenges and opportunities for innovations[J]. IEEE Communications Magazine, 2015,53(2): 90-97.
[4]	KANEKO M , OKAMOTO M , FUKUMOTO T . A robust VNF allocation method in NFV[J]. IEICE Technical Report, 2015.
[5]	HERRERA J G , BOTERO J F . Resource allocation in NFV:a comprehensive survey[M]. IEEE Press, 2016.
[6]	LI Y , ZHENG F , CHEN M ,et al. A unified control and optimization framework for dynamical service chaining in software-defined NFV system[J]. Wireless Communications IEEE, 2015,22(6): 15-23.
[7]	CAO L , SHARMA P , FAHMY S ,et al. NFV-VITAL:a framework for characterizing the performance of virtual network functions[C]// Network Function Virtualization and Software Defined Network. 2016: 93-99.
[8]	GARDIKIS G , KOUTRASI , MAVROUDIS G ,et al. An integrating framework for efficient NFV monitoring[C]// IEEE Netsoft Conference and Workshops. 2016.
[9]	ROSSEM S V , TAVERNIER W , COLLE D ,et al. Automated monitoring and detection of resource-limited NFV-based services[C]// IEEE Conference on Network Softwarization. 2017.
[10]	CLAYMAN S , CLEGG R , MAMATAS L ,et al. Monitoring,aggregation and filtering for efficient management of virtualnetworks[C]// The 7th International Conferenceon Network and Services Management. 2011: 234-240.
[11]	PFITSCHER R J , SCHEID E J , SANTOS R L D ,et al. DReAM - a distributed result-aware monitor for network functions virtualization[C]// IEEE Symposium on Computers and Communication. 2016: 663-668.
[12]	WANG J , QIU Y , WANG R ,et al. Remarks on network community properties[J]. Journal of Systems Science ＆ Complexity, 2008,21(4): 637-644.
[13]	RAGHAVAN U N , ALBERT R , KUMARA S . Near linear time algorithm to detect community structures in large-scale networks[J]. Physical Review E Statistical Nonlinear ＆ Soft Matter Physics, 2007,76(2):036106.
[14]	刘邦舟, 汪斌强, 王文博 ,等. 针对大规模软件定义网络的子域划分及控制器部署方法[J]. 计算机应用, 2016,36(12): 3239-3243.
	LIU B Z , WANG B Q , WANG W B ,et al. Domain partition and controller placement for large scale software defined network[J]. Computer Application, 2016,36(12): 3239-3243.
[15]	BYRD R H , HRIBAR M E , NOCEDAL J . An interior point algorithm for large scale nonlinear programming[J]. SIAM Journal on Optimization, 1999,9(4).

网络功能虚拟化环境中大规模资源状态监测策略

Large-scale resource state monitoring strategy in network function virtualization environment

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