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A Game-Theoretic Based Resource Allocation Strategy for Cloud Computing Services

机译:基于云计算服务的基于游戏的资源分配策略

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摘要

We propose an economics-oriented cloud computing resources allocation strategy with the use of game theory. Then we develop a resource allocation algorithm named NCGRAA (noncooperative game resource allocation algorithm) to search the Nash equilibrium solution that makes the utility of various resource providers achieve optimum. We also propose an algorithm named BGRAA (bargaining game resource allocation algorithm) to further increase the overall revenue with the constraints of efficiency and fairness. Based on numerical results, we discuss the influence of NCGRAA and BGRAA for the utility of resource on the system performance. It shows that the choice of parameters of the two algorithms is significant in improving the system performance and converging to the Nash equilibrium and Nash bargaining.
机译:我们提出了一种经济学导向的云计算资源分配策略,利用博弈论。然后,我们开发一个名为Ncgraa(非支持游戏资源分配算法)的资源分配算法,以搜索纳什均衡解决方案,使得各种资源提供商的效用实现最佳。我们还提出了一种名为BGRAA(议价游戏资源分配算法)的算法,以进一步提高效率和公平的限制。基于数值结果,我们讨论了NCGRAA和BGRAA对资源对系统性能的影响。它表明,两种算法的参数的选择在提高系统性能和融合到纳什均衡和纳什议价中是显着的。

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