Cost-Effective Spot Instances Provisioning Using Features of Cloud Markets

Abdullah Alourani, A. Kshemkalyani
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Abstract

Cloud computing offers a variable-cost payment scheme that allows cloud customers to specify the price they are willing to pay for renting spot instances at much lower costs than fixed payment schemes, and depending on the varying demand from cloud customers, cloud platforms could revoke spot instances at any time. To alleviate the effect of spot instance revocations, applications often employ different fault-tolerance mechanisms to minimize or even eliminate the lost work for each spot instance revocation. However, these fault-tolerance mechanisms incur additional overhead related to application completion time and deployment cost. This article proposes a novel cloud market-based approach for provisioning spot instances using features of cloud markets to reduce the deployment cost and completion time of applications. The simulation results show that the approach reduces the deployment cost and completion time compared to approaches based on fault-tolerance mechanisms.
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使用云市场的特性提供具有成本效益的现货实例
云计算提供了一种可变成本支付方案,允许云客户指定他们愿意支付的价格,以比固定支付方案低得多的成本租用现货实例,并且根据云客户的不同需求,云平台可以随时撤销现货实例。为了减轻现场实例撤销的影响,应用程序通常采用不同的容错机制,以尽量减少甚至消除每个现场实例撤销所损失的工作。但是,这些容错机制会产生与应用程序完成时间和部署成本相关的额外开销。本文提出了一种基于云的新方法,用于使用云市场的特性来配置现货实例,从而降低应用程序的部署成本和完成时间。仿真结果表明,与基于容错机制的方法相比,该方法降低了部署成本和完成时间。
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