An improved pricing approach based on combinatorial auction method in cloud environment

Seyyed-Mohammad Javadi-Moghaddam, Hamid Mohammadi Fard
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Abstract

Cloud pricing models are essential in the context of the increasing availability of cloud service providers across the Internet and the willingness of users to use high-quality and affordable services. The double-sided combinatorial auction model has been used extensively due to its inherent characteristics. This paper presents a cost-effective pricing method that considers both the forward market and spot market. Moreover, resource requests are workflow or hybrid to support scalability and improve the number of federal cloud response requests. The evaluation results indicate more profit for both buyers and vendors simultaneously. Furthermore, the proposed algorithm reduces the waiting time and the number of pending demands, increasing users' satisfaction relative to cloud services.
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云环境下基于组合拍卖方法的改进定价方法
在互联网上云服务提供商的可用性日益增加以及用户愿意使用高质量和负担得起的服务的背景下,云定价模型至关重要。双面组合拍卖模型由于其固有的特点而得到了广泛的应用。本文提出了一种同时考虑远期市场和现货市场的成本效益定价方法。此外,资源请求是工作流或混合的,以支持可伸缩性并提高联邦云响应请求的数量。评价结果表明,买方和卖方同时获得了更多的利润。此外,该算法减少了等待时间和待处理需求的数量,提高了用户相对于云服务的满意度。
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来源期刊
自引率
0.00%
发文量
21
审稿时长
30 weeks
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