博弈式移动云服务协作资源管理模型研究  

RESEARCH ON COLLABORATIVE RESOURCE MANAGEMENT MODEL IN MOBILE CLOUD COMPUTING BASED ON GAME THEORY

作　　者：王小辉[1] 李圣普[1] 吕海莲[1] Wang Xiaohui;Li Shengpu;Lu Hailian(School of Computer Science and Technology ,Pingdingshan University ,Pingdingshan 467000, Henan, China)

机构地区：[1]平顶山学院计算机科学与技术学院,河南平顶山467000

出　　处：《计算机应用与软件》2016年第8期323-328,共6页Computer Applications and Software

基　　金：河南省重点科技攻关项目(142102210225)

摘　　要：对于实时要求高的移动云计算应用服务,高效的带宽和计算资源管理尤为重要,而移动程序服务提供商们因各自拥有的资源有限,导致能够支持的程序实例的数量受限,其收入也不能有效提高。为了让移动程序服务提供商进行资源协作并有效提高收入,提出一种资源分配与合作博弈理论相结合的协作资源管理模型,由资源分配、收益管理、协作形成子模型构成。资源分配指导服务提供商投入合作的资源数量;结合了合作博弈理论的收益管理和协作形成模型用于公平划分合作所得收入与形成稳定的联盟。实验表明,服务提供商资源协作使用之后,合作联盟能够更加有效地利用现有资源,服务商的收入可提高5%以上。For m o tile cloud com puting application services with high real-tim e requirem ent, the efficient bandw idth and com putingresources m anagem ent are particularly im portant. W hile the num ber of application exam ples capably supported by the m obile applicationservices providers is lim ited because of the lim ited resources possessed by them respectively, th eir revenue cannot increase effectively either.In order to m ake the these providers be available in resources collaboration and effectively increase th eir rev en u e, we propose a collaborativeresources m anagem ent m odel w hich com bines the resource allocation and the cooperative game theory, it consists of the sub-m odels of resourceallo catio n , incom e m anagem ent and collaboration form ation. The resources allocation provides guidance to service providers for the num ber ofresources invested into cooperation; the m odel com bines the incom e m anagem ent of cooperation gam e theory and the collaboration form ationm odel and uses them in fairly dividing the revenues of cooperative earnings and form ing stable coalition. Experim ent indicates that w ith theuse of resources collaboration betw een services providers, the cooperation coalition can more effectively utilise the existing resources and theincom e of them increases 5 % and higher.

关 键 词：移动云计算 随机规划 资源分配模型 协作形成模型 夏普利值 纳什均衡 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]