算法实现中功耗的比较分析

A. Faria, Leandro Pfleger de Aguiar, D. S. D. Lara, A. Loureiro
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引用次数: 4

摘要

从历史上看,计算机科学中的能源管理主要被视为硬件优化的活动。这方面的大量工作集中在组件激活、停用和资源调度上,以便降低总功耗。这项工作侧重于从开发人员的角度研究功耗,使用可靠的功耗测量框架来验证文献的前提,即编程选项,如乘法运算,是功耗的高消费。除了一些基本运算和作者对编程阶段降低功耗的替代方案的建议外,我们还比较和评估了两种众所周知且广泛应用的大数乘法算法:Karatsuba和Toom-Cook。获得的结果为编程阶段的开发人员提供了指导方针,在某些情况下,选择最佳技术来减少功耗,加快软件速度,并为完成的软件建立最大功率限制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative Analysis of Power Consumption in the Implementation of Arithmetic Algorithms
Historically, energy management in computer science has been predominantly treated as an activity of hardware optimization. A great deal of the effort in this area is concentrated on component activation, deactivation, and resource scheduling in order to provide a reduction of total power consumption. This work focuses on the study of power consumption from the developer's point of view, using a reliable power measurement framework to validate the literature's premise that programming options, such as multiplication operations, are high consumers of power energy. Besides some elementary operations and authors' suggestions about alternatives for power consumption reduction on the programming stage, we also compare and evaluate two well-known and widely applied algorithms for large number multiplication: Karatsuba and Toom-Cook. The obtained results provide guidelines to the developer in the programming phase to choose, in some cases, the best technique to reduce power consumption, speed up the software, and establish a maximum power limit for the completed software.
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