A cloud dynamic online double auction mechanism (DODAM) for sustainable pricing
A cloud dynamic online double auction mechanism (DODAM) for sustainable pricing
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DOI：
10.1007/s11235-020-00688-4
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发表时间：
2020-07-14
影响因子：
2.5
通讯作者：
Mostafavi, SeyedAkbar
中科院分区：
文献类型：
--
作者：
Dibaj, S. M. Reza;Miri, Ali;Mostafavi, SeyedAkbar
云计算是一种新的计算模式，近年来经历了指数级增长。因此，云服务行业的成功可能是一个挑战，因为同时满足云服务用户和提供商是一个挑战。云用户希望以尽可能低的价格获得更高的服务质量。另一方面，云服务提供商需要通过利用节能资源来最大限度地提高收入，同时采用吸引最多客户的价格。因此，云计算业务的成功取决于对云服务提供商和用户需求的平等考虑。本文提出了一种基于双重拍卖模型的长期有机解决方案，该模型涵盖了战略参与者和云资源的不同性质。我们开发了动态在线双向拍卖机制（DODAM）和硬币的概念，可持续定价的云计算服务。一个动态的在线平台，能够逼真地模拟云生态系统区分DODAM模型从其他研究使用双拍卖机制。基于实验结果，我们证明了所提出的模型优于其他双重拍卖模型的社会福利和真实性支柱。
The Cloud is a new computing paradigm that has experienced exponential growth in recent years. Therefore, success in the cloud services industry can be a challenge, as satisfying both cloud service users and providers is challenging. Cloud users expect to receive a higher service quality with the lowest possible prices. On the other hand, cloud service providers need to maximize their revenues by utilizing energy-efficient resources while adopting prices that attract the most customers. As such, the success of a business in cloud computing depends on the equal consideration of cloud service providers' and users' needs. This paper proposes a long-term organic solution based on a double auction model that encompasses the varying natures of both strategic players and cloud resources. We develop the dynamic online double auction mechanism (DODAM) and coin the concept of sustainable pricing for cloud computing services. A dynamic online platform that is capable of realistically modelling cloud ecosystems distinguishes the DODAM model from other studies using a double auction mechanism. Based on experimental results, we prove that the proposed model outweighs other double auction models in terms of the social welfare and truthfulness pillars.