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Energy-Aware Dynamic Pricing Model for Cloud Environments

机译:云环境中的能源感知动态定价模型

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Energy consumption is a critical operational cost for Cloud providers. However, as commercial providers typically use fixed pricing schemes that are oblivious about the energy costs of running virtual machines, clients are not charged according to their actual energy impact. Some works have proposed energy-aware cost models that are able to capture each client's real energy usage. However, those models cannot be naturally used for pricing Cloud services, as the energy cost is calculated after the termination of the service, and it depends on decisions taken by the provider, such as the actual placement of the client's virtual machines. For those reasons, a client cannot estimate in advance how much it will pay. This paper presents a pricing model for virtualized Cloud providers that dynamically derives the energy costs per allocation unit and per work unit for each time period. They account for the energy costs of the provider's static and dynamic energy consumption by sharing out them according to the virtual resource allocation and the real resource usage of running virtual machines for the corresponding time period. Newly arrived clients during that period can use these costs as a baseline to calculate their expenses in advance as a function of the number of requested allocation and work units. Our results show that providers can get comparable revenue to traditional pricing schemes, while offering to the clients more proportional prices than fixed-price models.
机译:能源消耗是云提供商的关键运营成本。但是,由于商业提供商通常使用固定定价方案,而这种定价方案忽略了运行虚拟机的能源成本,因此不会根据客户的实际能源影响向客户收费。一些工作提出了能源意识的成本模型,该模型能够捕获每个客户的实际能源使用情况。但是,这些模型不能自然地用于对云服务进行定价,因为能源成本是在服务终止后计算的,并且取决于提供商所做出的决定,例如客户端虚拟机的实际位置。出于这些原因,客户无法预先估计要支付的金额。本文提出了一种针对虚拟化云提供商的定价模型,该模型可动态得出每个时间段每个分配单位和每个工作单位的能源成本。它们通过根据虚拟资源分配和相应时间段内运行的虚拟机的实际资源使用情况来分摊提供商的静态和动态能耗的能源成本。在此期间,新到达的客户可以将这些成本作为基准,根据所需分配和工作单位的数量预先计算其支出。我们的结果表明,提供商可以获得与传统定价方案可比的收入,同时向客户提供的价格比固定价格模型高得多。

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