一种基于移动协同计算系统的新型节能方法

Xiaoxin Wu, Huan Chen, Yaoda Liu, Wenwu Zhu
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引用次数: 3

摘要

节能在计算机和通信研究领域都得到了广泛的研究。对于手持设备来说,能源正成为一个越来越关键的问题,因为今天在手持设备上运行的许多应用程序都是计算或通信密集型的,并且需要很长时间才能完成。与以往单独提出计算或通信能源解决方案不同,本文提出了一种通过移动协作系统共同考虑计算和通信能源成本的新型节能方法。本文以流媒体视频为研究应用场景,提出了多跳流水线式无线协同系统,在最大帧间时间的要求下对视频帧进行解码。为了完成这样的计算任务,本文提出了一种可以动态调整协同设备上处理器频率和通信传输速率的控制策略。作者建立了协作计算系统的数学能量模型。结果表明,协作系统有助于节能,协作者之间的传输速率是实现节能最大化的关键参数。在计算设备上实现了节能算法,实验结果显示出相同的趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Energy Saving Approach through Mobile Collaborative Computing Systems
Energy saving has been studied widely in both of computing and communication research communities. For handheld devices, energy is becoming a more and more critical issue because lots of applications running on handhelds today are computation or communication intensive and take a long time to finish. Unlike previous work that proposes computing or communication energy solutions alone, this paper proposes a novel energy savings approach through mobile collaborative systems, which jointly consider computing and communication energy cost. In this work, the authors use streaming video as investigated application scenario and propose multi-hop pipelined wireless collaborative system to decode video frames with a requirement for maximum inter-frame time. To finish a computing task with such a requirement, this paper proposes a control policy that can dynamically adapt processor frequency and communication transmission rate at the collaborative devices. The authors build a mathematical energy model for collaborative computing systems. Results show that the collaborative system helps save energy, and the transmission rate between collaborators is a key parameter for maximizing energy savings. The energy saving algorithm in computing devices is implemented and the experimental results show the same trend.
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