Standalone Data-Center Sizing Combating the Over-Provisioning of the IT and Electrical Parts

Manal Benaissa, Georges Da Costa, J. Nicod
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引用次数: 1

Abstract

During the two last decades, sustainability of IT infrastructures like datacenters became a major concern for computer giants like Google or Amazon. Datacenters powered with renewable energy have been proposed. But because of the intermittency of these power alternatives, these platforms remains connected to the classical power grid. IT structure and electrical constraints were often questioned separately, leading to a non-efficient global system. In this paper, an energy self-sufficient green datacenter is modeled and designed, by proposing an electrically autonomous infrastructure including wind turbines, solar panels and its own short and long-term storage devices mainly based on batteries and hydrogen system. Existing sizing approaches limit themselves to a perfect QoS leading to an overestimation of the needed equipment. In this paper we show how to reduce and combat this overprovioning by questioning its impact on the QoS and needed equipment: decreasing the number of computing or storage elements (servers and batteries). As an example, decreasing the targeted QoS from 100 to 95% more than halves the needed number of servers, while a decrease of 30% of the battery capacity has a negligible impact on the electrical infrastructure.
独立数据中心的规模与IT和电气部分的过度供应作斗争
在过去的二十年里,数据中心等IT基础设施的可持续性成为谷歌或亚马逊等计算机巨头关注的主要问题。用可再生能源供电的数据中心已经被提出。但由于这些替代能源的间歇性,这些平台仍然与传统电网相连。IT结构和电气约束经常被分开质疑,导致全球系统效率低下。本文对能源自给自足的绿色数据中心进行了建模和设计,提出了一个电力自主的基础设施,包括风力涡轮机、太阳能电池板和自身的短期和长期存储设备,主要基于电池和氢气系统。现有的分级方法将自己限制在完美的QoS上,导致对所需设备的高估。在本文中,我们展示了如何通过质疑其对QoS和所需设备的影响来减少和对抗这种过度供应:减少计算或存储元素(服务器和电池)的数量。例如,将目标QoS从100降低到95%,所需服务器数量减少了一半以上,而电池容量减少30%对电力基础设施的影响可以忽略不计。
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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