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基于服务质量的动态资源分配算法
引用本文:向碧群,杨钱英,吴广富,李静毅.基于服务质量的动态资源分配算法[J].重庆邮电大学学报(自然科学版),2019,31(1):28-36.
作者姓名:向碧群  杨钱英  吴广富  李静毅
作者单位:重庆邮电大学 移通学院,重庆,401520;重庆邮电大学 移动通信技术重庆市重点实验室,重庆,400065
基金项目:国家自然科学基金(61701059,61671096);科技新星培育工程(KJXX2017019);重庆市教委科学技术研究项目(KJ1704096,KJQN201800642,KJQN201803310);2016年博士研究生高端人才培养项目(BYJS2016009);重庆市基础科学与前沿技术研究项目(cstc2017jcyjBX0005)
摘    要:在网络虚拟化过程中,当前大多数物理资源分配算法,主要考虑了资源利用率和网络收益,而忽略了虚拟网络请求的服务质量,从而在不同用户之间造成不公平。针对该问题,提出基于服务质量的动态资源分配算法。该算法在空闲时频资源非连续情况下,只有当虚拟网络请求的生命周期足够长,满足重分配影响因子情况下,才优先为资源量小的虚拟网络请求重分配物理资源;在空闲时频资源连续情况下,综合考虑优先级、时间容忍和网络收益因素影响,为虚拟网络请求分配相适应的物理资源。仿真结果表明,该算法相对于传统基于生命周期的动态资源分配算法和贪婪动态分配,在实现物理资源高效利用的前提下,不但保障了虚拟网络请求的服务质量,而且降低了该算法的运行时间。

关 键 词:无线网络虚拟化  资源分配  服务质量
收稿时间:2010/6/13 0:00:00
修稿时间:2018/12/3 0:00:00

Dynamic resource allocation algorithm based on service quality
XIANG Biqun,YANG Qianying,WU Guangfu and LI Jingyi.Dynamic resource allocation algorithm based on service quality[J].Journal of Chongqing University of Posts and Telecommunications,2019,31(1):28-36.
Authors:XIANG Biqun  YANG Qianying  WU Guangfu and LI Jingyi
Institution:College of Mobile Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing 400065, P. R. China,Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing 400065, P. R. China,Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing 400065, P. R. China and College of Mobile Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing 400065, P. R. China
Abstract:In the process of network virtualization, the most current physical resource allocation algorithms mainly consider resource utilization and network revenue, but ignore the service quality causing unfairness between different users. To solve above problem, a dynamic resource allocation algorithm based on quality of service is proposed. In the case of discontinuous idle time frequency resources, only when the life cycle of the virtual network request is long enough and the redistribution impact factor is met, the algorithm reallocates physical resources for small virtual network requests with higher priority. In the case of continuous idle time frequency resources, considering the impact of priority, time tolerance and network revenue factors, the proposed algorithm allocates the adaptable physical resources for virtual network requests. Compared with the traditional dynamic resource allocation algorithm based on lifetime priority and greedy dynamic allocation algorithm, the proposed algorithm with better physical resources efficiently not only guarantees the quality of the virtual network requested, but also reduces the running time.
Keywords:wireless network virtualization  resource allocation  service quality
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