云计算环境下基于有限英文组合拍卖的资源分配方法

Xingwei Wang, Xueyi Wang, Min Huang
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引用次数: 31

摘要

考虑到云计算环境下资源的特点和经济机制应用于资源配置的灵活性和有效性,提出了一种基于有限英文组合拍卖的云计算环境下资源配置模型。构造了改进的周期拍卖模型,采用带状容量来描述针对特殊用户的特殊存储容量。在此基础上,资源购买者和资源提供者之间的资源交易价格基于有限英文组合拍卖模型确定。最后,利用遗传算法寻求资源分配的最优解。仿真结果表明,该模型既能最大限度地提高卖方总交易量,又能缩短赢家判定的执行时间,是可行的、有效的。
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A resource allocation method based on the limited English combinatorial auction under cloud computing environment
On account of the resource characteristics under cloud computing environment and the flexibility and availability of applying economic mechanism to resource allocation, a resource allocation model based on the limited English combinatorial auction under cloud computing environment is advanced. An improved periodical auction model is constructed, and then ribbon capacity is adopted to describe the special storage capacity for special users. Based on the above, the resource trading price between resource buyers and resource providers is determined based on the limited English combinatorial auction model. In the end, the optimal resource allocation solution is pursued based on genetic algorithm. Simulation results have shown that the proposed model is both feasible and effective, which can maximize the seller total trading amounts as well as reduce the executing time of winner determination.
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