A Comparative Study on I/O Performance between Compute and Storage Optimized Instances of Amazon EC2

Abu Awal Md Shoeb, Ragib Hasan, Munirul M. Haque, Meng-Zeng Hu
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引用次数: 1

Abstract

Cloud computing infrastructure helps users to minimize cost by outsourcing data and computation on-demand. Due to the varying user needs in terms of computation power, storage capacity, etc., cloud providers offer various machines to choose from, to maximize the intended need. In this paper, we disprove several common conceptions regarding the performance and cost of cloud by experimenting on instances of two different families (compute and storage optimized) of the most popular cloud platform, Amazon Elastic Compute Cloud (EC2). Our analysis shows the interesting finding that, for the machines of the same configuration, storage optimized instances have lower disk read-write speed than compute optimized, which does not completely reflect the claim made by Amazon in all cases. Additionally, storage optimized instances have notable performance difference among them. We also identify that the I/O performance of same instance type varies over different time periods.
Amazon EC2计算与存储优化实例I/O性能比较研究
云计算基础设施通过按需外包数据和计算,帮助用户最大限度地降低成本。由于用户在计算能力、存储容量等方面的需求不同,云提供商提供了各种机器供选择,以最大限度地满足预期需求。在本文中,我们通过对最流行的云平台Amazon Elastic compute cloud (EC2)的两个不同家族(计算和存储优化)的实例进行实验,反驳了关于云的性能和成本的几个常见概念。我们的分析显示了一个有趣的发现:对于相同配置的机器,存储优化实例的磁盘读写速度低于计算优化实例,这并不能完全反映Amazon在所有情况下的说法。此外,存储优化实例之间的性能差异也很明显。我们还发现,相同实例类型的I/O性能在不同时间段会有所不同。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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