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When Free Is Not Really Free: What Does It Cost to Run a Database Workload in the Cloud

机译:当免费并非真正免费时:在云中运行数据库工作负载需要多少费用

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The current computing trend towards cloud-based Database-as-a-Service (DaaS) as an alternative to traditional on-site relational database management systems (RDBMSs) has largely been driven by the perceived simplicity and cost-effectiveness of migrating to a DaaS. However, customers that are attracted to these DaaS alternatives may find that the range of different services and pricing options available to them add an unexpected level of complexity to their decision making. Cloud service pricing models are typically 'pay-as-you-go' in which the customer is charged based on resource usage such as CPU and memory utilization. Thus, customers considering different DaaS options must take into account how the performance and efficiency of the DaaS will ultimately impact their monthly bill. In this paper, we show that the current DaaS model can produce unpleasant surprises - for example, the case study that we present in this paper illustrates a scenario in which a DaaS service powered by a DBMS that has a lower hourly rate actually costs more to the end user than a DaaS service that is powered by another DBMS that charges a higher hourly rate. Thus, what we need is a method for the end-user to get an accurate estimate of the true costs that will be incurred without worrying about the nuances of how the DaaS operates. One potential solution to this problem is for DaaS providers to offer a new service called Benchmark as a Service (BaaS) where in the user provides the parameters of their workload and SLA requirements, and get a price quote.
机译:当前将基于云的数据库即服务(DaaS)替代传统的现场关系数据库管理系统(RDBMS)的计算趋势主要是由迁移到DaaS带来的简单性和成本效益驱动的。但是,被这些DaaS替代品吸引的客户可能会发现,他们可使用的各种服务和定价选项范围增加了其决策的意料之外的复杂性。云服务定价模型通常是“按需付费”,其中根据资源使用情况(例如CPU和内存使用情况)向客户收费。因此,考虑使用不同的DaaS选项的客户必须考虑到DaaS的性能和效率将如何最终影响其每月账单。在本文中,我们证明了当前的DaaS模型可能会产生令人不快的惊喜-例如,本文中的案例研究说明了一种情况,其中由小时费率较低的DBMS提供支持的DaaS服务实际上要花费更高的费用。最终用户比由另一个DBMS提供支持的DaaS服务收取更高的小时费率。因此,我们需要一种让最终用户准确估计将要发生的真实成本的方法,而不必担心DaaS的运作方式的细微差别。一个潜在的解决方案是DaaS提供商提供一项称为基准即服务(BaaS)的新服务,在该服务中,用户可以提供其工作负载和SLA要求的参数,并获得报价。

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