移动云计算中一种虚拟机定价与分配方案
详细信息移动云计算中一种虚拟机定价与分配方案
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摘要: 针对移动云计算中的虚拟机(virtual machine, VM)管理问题,提出了一种VM定价与分配方案(VM pricing and allocation, VMPA)。该方案考虑了业务量引起网络拥塞对用户效用的影响,根据Stackelberg博弈模型对VM的定价和分配进行了分析,证明了纳什均衡点的存在性和唯一性,给出了最优的静态VM价格及分配,并利用粒子群算法搜索最优的动态VM价格及分配。仿真结果表明,该方案能快速获得最优的VM价格及分配,可有效地控制小区中的业务量,减少网络拥塞,能同时优化云提供商和用户的效用。
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关键词:
- 云计算 /
- 纳什均衡 /
- Stackelberg博弈 /
- 效用 /
- 虚拟机
Abstract: 针对移动云计算中的虚拟机(virtual machine, VM)管理问题,提出了一种VM定价与分配方案(VM pricing and allocation, VMPA)。该方案考虑了业务量引起网络拥塞对用户效用的影响,根据Stackelberg博弈模型对VM的定价和分配进行了分析,证明了纳什均衡点的存在性和唯一性,给出了最优的静态VM价格及分配,并利用粒子群算法搜索最优的动态VM价格及分配。仿真结果表明,该方案能快速获得最优的VM价格及分配,可有效地控制小区中的业务量,减少网络拥塞,能同时优化云提供商和用户的效用。 -
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期刊类型引用(2)
1. 柳兴,李建彬,杨震,李振军. 移动云计算中的一种任务联合执行策略. 计算机学报. 2017(02): 364-377 . 百度学术
2. 朱宝珠,刘斌. 考虑低能耗的云计算虚拟机部署方法. 计算机工程与设计. 2017(09): 2319-2322+2328 . 百度学术
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