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Pricing Cloud Compute Commodities: A Novel Financial Economic Model

机译:云计算商品的定价:一种新颖的金融经济学模型

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In this study, we design, develop, and simulate a cloud resources pricing model that satisfies two important constraints: the dynamic ability of the model to provide a high satisfaction guarantee measured as Quality of Service (QoS) - from users perspectives, profitability constraints - from the cloud service providers perspectives We employ financial option theory and treat the cloud resources as underlying assets to capture the realistic value of the cloud compute commodities (C3). We then price the cloud resources using our model. We discuss the results for four different metrics that we introduce to guarantee the quality of service and price as follows: (a) Moore's law based depreciation of asset values, (b) new technology based volatility measures in capturing price changes, (c) a new financial option pricing based model combining the above two concepts, and (d) the effect of age of resources and depreciation of cloud resource on QoS. We show that the cloud parameters can be mapped to financial economic model and we discuss the results of cloud compute commodity pricing for various parameters, such as the age of the resource, quality of service, and contract period.
机译:在这项研究中,我们设计,开发和模拟了满足两个重要约束的云资源定价模型:该模型的动态能力提供了以服务质量(QoS)衡量的高满意度保证-从用户的角度来看,盈利性约束-从云服务提供商的角度来看,我们采用财务期权理论,并将云资源视为基础资产,以获取云计算商品(C3)的现实价值。然后,我们使用我们的模型为云资源定价。我们讨论了为保证服务质量和价格而引入的四个不同度量的结果,如下所示:(a)基于摩尔定律的资产折旧,(b)基于新技术的波动率度量以捕获价格变化,(c)a新的基于金融期权定价的模型,结合了以上两个概念,以及(d)资源使用年限和云资源折旧对QoS的影响。我们展示了云参数可以映射到金融经济模型,并且我们讨论了云计算商品定价的各种参数的结果,例如资源的使用期限,服务质量和合同期限。

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