Dimensioning the relationship between availability and data center energy flow metrics

Thiago Valentim Bezerra, Wenderson de Souza Leonardo, Gabriel Alves de Albuquerque Júnior, G. Callou
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引用次数: 1

Abstract

The advancement of technology and the growing number of applications available to network users have increased the demand for services hosted in cloud environments. In 2020, more than 4 billion of people access these services through the Internet, a value 7% higher in comparison to the same period in 2019. To support the demand for such services, an environment that provides such conditions for applications available whenever needed has grown in importance. These environments are generally available from large data centers, which consume large amounts of electricity to provide such demand service capacity. In this context, this work proposes an integrated and dynamic strategy that demonstrates the impact of the availability on the energy consumption of the devices that compose the data center system architecture. In order to accomplish this, colored Petri net models were proposed for quantifying the cost, environmental impact and availability of the electric energy infrastructure ofdata centers. The models presented in this work are supported by the developed prototype. Two case studies illustrate the applicability of the proposed models and strategy. Significant results were obtained, showing an increase close to 100% in the system availability, with practically the same operational cost and environmental impact.
对可用性和数据中心能量流度量之间的关系进行量纲化
技术的进步和网络用户可用的应用程序数量的增加增加了对托管在云环境中的服务的需求。2020年,超过40亿人通过互联网获得这些服务,比2019年同期增长7%。为了支持对此类服务的需求,在需要时为应用程序提供此类条件的环境变得越来越重要。这些环境通常来自大型数据中心,这些数据中心需要消耗大量的电力来提供这种需求服务能力。在此背景下,本工作提出了一个集成的动态策略,该策略演示了可用性对组成数据中心系统架构的设备能耗的影响。为了实现这一目标,提出了彩色Petri网模型来量化数据中心电力能源基础设施的成本、环境影响和可用性。本工作中提出的模型得到了已开发原型的支持。两个案例研究说明了所提出的模型和策略的适用性。获得了显著的结果,显示系统可用性提高了近100%,而操作成本和环境影响几乎相同。
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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