计算机科学 ›› 2014, Vol. 41 ›› Issue (6): 69-74.doi: 10.11896/j.issn.1002-137X.2014.06.014

• 网络与通信 • 上一篇    下一篇

基于负载均衡的虚拟网映射随机算法

余建军,吴春明   

  1. 衢州职业技术学院 衢州324000;浙江大学人工智能研究所 杭州310027
  • 出版日期:2018-11-14 发布日期:2018-11-14
  • 基金资助:
    本文受国家自然科学基金(61070157,3),国家高技术研究发展计划(“863”计划)基金(2008AA01A323,2008AA01A325,9AA01A334),浙江省自然科学基金(LY14F020010),浙江省教育厅科研项目(Y201225106)资助

Randomized Algorithm for Virtual Network Mapping Problem Based on Load Balancing

YU Jian-jun and WU Chun-ming   

  • Online:2018-11-14 Published:2018-11-14

摘要: 分析了基于“尽力服务”模式的虚拟网映射算法所存在的问题,并指出了其在资源均衡利用方面的不足,设计了物理网负载均衡代价指标,提出了负载均衡的虚拟网映射随机算法。实验表明,所提出的算法能提高物理网资源的负载均衡度和利用率,从而提高虚拟网构建请求的接受率和物理网提供商的收益。

关键词: 虚拟网映射,负载均衡,随机算法,强化学习 中图法分类号TP393文献标识码A

Abstract: This paper analyzed the existing problems of virtual network mapping (VNM) algorithm based on best-effort service,and pointed out their shortcoming on resource load balancing,and then defined load balancing cost indicator on the physical network,proposed a virtual network mapping randomized algorithm based on load balancing.Experiment shows that the proposed algorithm increases physical network resource load balancing metric and coefficient of utilization,therefore can improve the virtual network construction request acceptance ratio and income profit of physical network service provider.

Key words: Virtual network mapping,Load balancing,Randomized algorithm,Reinforcement learning

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