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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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[1] SHIRAZ M, GANI A, KHOKHAR R H, et al. A review on distributed application processing frameworks in smart mobile devices for mobile cloud computing[J]. IEEE Communications Surveys & Tutorials, 2013, 15(3): 1294 -1313.
[2] GE Chang, SUN Zhi-li, WANG Ning. A survey of power-saving techniques on data centers and content delivery networks[J]. IEEE Communications Surveys & Tutorials, 2013, 15(3): 1334-1354.
[3] KIM H W, CHAN H C, GUPTA S. Value-based adoption of mobile internet: an empirical investigation[J]. Decision Support Systems, 2007, 43(1): 111-126.
[4] LIU Fang-ming, SHU Peng, JIN Hai, et al. Gearing resource-poor mobile devices with powerful clouds: architectures, challenges, and applications[J]. IEEE Wireless Communications, 2013, 20(3): 334-1354.
[5] KAEWPUANG R, NIYATO D, WANG Ping, et al. A framework for cooperative resource management in mobile cloud computing[J], IEEE Journal on Selected Areas in Communications, 2013, 31(12): 2685-2700.
[6] XIANG Xu-dong, LIN Chuang, CHEN Xin. Energy-Efficient link selection and transmission scheduling in mobile cloud computing[J]. IEEE Wireless Communications Letters, 2014, 3(2): 153-156.
[7] KAEWPUANG R, NIGATO D, WANG Ping, et al. A framework for cooperative resource management in mobile cloud computing[J]. IEEE Journal on Selected Areas in Communications, 2013, 31(12): 2685-2700.
[8] ABOLFAZLI S, SANAEI Z, ALIZADEH M, et al. An experimental analysis on cloud-based mobile augmentation in mobile cloud computing[J]. IEEE Transactions on Consumer Electronics, 2014, 60(1): 146-154.
[9] ZAMAN S, GROSU D. A combinatorial auction-based mechanism for dynamic VM provisioning and allocation in clouds[J]. IEEE Transactions on Cloud Computing, 2013, 1(2): 129-141.
[10] SUDIP M, SNIGDLA D, MANAS K, et al. QoS-guaranteed bandwidth shifting and redistribution in mobile cloud environment[J]. IEEE Transacions on Cloud Computing, 2014, 2(2): 181-193.
[11] XU Yi, MAO Shi-wen. Stackelberg game for cognitive radio networks with mimo and distributed interference alignment[J]. IEEE Transacions on Vehicular Technology, 2014, 62(2): 181-193.
[12] WANG Xiao-fei, CHEN Min, TED T K, et al. AMES-Cloud: a framework of adaptive mobile video streaming and efficient social video sharing in the clouds[J]. IEEE Transacions on Multimedia, 2013, 15(4): 811-820.
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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
其他类型引用(3)
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