基于自适应资源重构的异构硬件能量弹性研究

A. Ungethüm, T. Kissinger, Willi-Wolfram Mentzel, Eric Mier, Dirk Habich, Wolfgang Lehner
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引用次数: 8

摘要

数据库系统的能源意识已经成为一个重要的研究课题,因为能源消耗正在成为数据库系统可扩展性的主要限制因素。最近与能源相关的硬件发展趋势是为软件提供越来越多的配置机会来控制自己的能源消耗。到目前为止,现有的研究主要集中在利用这个配置谱来为特定的操作符或整个查询找到最节能的配置。在这个演示中,我们介绍了能量弹性的概念,并提出了能量控制回路作为这一概念的实现。能量弹性是指软件在保持一定服务质量的同时表现出能量比例和节能的能力。因此,我们的系统并不是尽可能地消耗最少的能量,而是需要最少的能量来保持合理的运行。我们使用一个丰富的交互式GUI来展示我们的整体方法,让与会者有机会了解更多关于我们的概念。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVE
Energy awareness of database systems has emerged as a critical research topic, since energy consumption is becoming a major limiter for their scalability. Recent energy-related hardware developments trend towards offering more and more configuration opportunities for the software to control its own energy consumption. Existing research so far mainly focused on leveraging this configuration spectrum to find the most energy-efficient configuration for specific operators or entire queries. In this demo, we introduce the concept of energy elasticity and propose the energy-control loop as an implementation of this concept. Energy elasticity refers to the ability of software to behave energy-proportional and energy-efficient at the same time while maintaining a certain quality of service. Thus, our system does not draw the least energy possible but the least energy necessary to still perform reasonably. We demonstrate our overall approach using a rich interactive GUI to give attendees the opportunity to learn more about our concept.
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