基于多单元连续双拍卖的资源分配方法

Youwen Lan, W. Tong, Zongheng Liu, Yanhang Hou
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引用次数: 10

摘要

云计算资源是分布式的、异构的、不确定的。对于这些资源,如何合理地管理这些复杂的资源,并快速地为用户分配这些资源,将影响云计算的效率。本文提出了一种基于多单元连续双拍卖机制的资源分配方法及相应的定价策略。首先,我们建立了一个包含三个agent的基于连续双拍卖的资源分配模型。然后对现有的双拍卖定价算法进行改进,并引入新的参数,得到适合云环境的定价算法。在每个时间段内,用户代理和云节点代理分别确定其出价和请求值。该方法兼顾了用户和云节点的需求,为用户获取资源和云节点提供资源提供了公平的机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-unit continuous double auction based resource allocation method
Cloud computing resource is distributed, heterogeneous and indeterminate. For these resources, how to reasonably manage these complicated resources and allocate these resources for users quickly will influence the efficiency of cloud computing. In this paper, we propose a resource allocation method based on multi-unit continuous double auction mechanism and corresponding pricing strategy. Firstly, we create a continuous double auction based resource allocation model which contains three agents. Then we improve the existing double auction pricing algorithm, and introduce new parameters in order to obtain the pricing algorithm that is suitable for cloud environment. In each time period, user agents and cloud node agents determine their bid values and request values respectively. This method can take into account both the requirement of users and cloud nodes, and provide fair chance for the users to achieve resources and the cloud nodes to supply resources.
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