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Non-Cooperative Gaming and Bidding Model Based Resource Allocation in Virtual Machine Environment

机译:虚拟机环境中基于非合作博弈和竞价模型的资源分配

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In this paper, we study resource allocation strategy about the virtualized servers. Based on a non-cooperative game theory, we employ bidding model to solve the resource allocation problem in virtualized servers with multiple instances competing for resources. The optimal response function of utility function which we introduced makes every player bidding prices reasonable. Although utility function is not well-defined at the point of zero, we show that the bidding game still has a unique equilibrium point. In our model, recourses are well allocated to every virtual machine and the utilization of virtual resources is improved.
机译:在本文中,我们研究了有关虚拟服务器的资源分配策略。基于非合作博弈理论,我们采用投标模型来解决具有多个实例竞争资源的虚拟服务器中的资源分配问题。我们介绍的效用函数的最佳响应函数使每个参与者的投标价格合理。尽管效用函数在零点处定义不明确,但我们证明了竞标博弈仍然具有唯一的平衡点。在我们的模型中,资源可以很好地分配给每个虚拟机,并且可以提高虚拟资源的利用率。

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