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首页> 外文期刊>International Journal of Computer Applications in Technology >Modelling, evaluating, designing and maximising resource allocation revenue by an auction mechanism in cloud computing environments
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Modelling, evaluating, designing and maximising resource allocation revenue by an auction mechanism in cloud computing environments

机译：通过云计算环境中的拍卖机制对资源分配收入进行建模，评估，设计和最大化

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摘要

Cloud computing is still in its infancy in spite of gaining significant momentum recently. Allocating cloud resources and taking both optimisation and fairness into account is one of the major challenges. In this paper, a novel cloud resource allocation algorithm through an auction mechanism to maximise resource revenue is put forward with a brief survey of resource allocation suitable for large-scale distributed computing environments. It includes: a modelling a m*n type of resource allocation for cloud system b evaluating user bid price, deciding resource request price, and establishing auction price by a proposed auction mechanism c designing a cloud resource allocation algorithm in a cloud system. Experimental results conclusively demonstrate that the algorithm with the auction mechanism takes both optimisation and fairness into account, and maximises resource allocation revenue by the proposed auction mechanism in cloud computing environments.
机译：尽管最近获得了巨大的发展，但云计算仍处于起步阶段。分配云资源并同时考虑优化和公平是主要挑战之一。本文提出了一种通过拍卖机制最大化资源收益的新型云资源分配算法，并对适合大型分布式计算环境的资源分配进行了简要调查。它包括：为云系统的m * n类型的资源分配建模b评估用户投标价格，确定资源请求价格并通过提议的拍卖机制建立拍卖价格c在云系统中设计云资源分配算法。实验结果证明，具有拍卖机制的算法同时考虑了优化和公平性，并在云计算环境下通过拍卖机制将资源分配收益最大化。

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