Energy optimization of FPGA-based stream-oriented computing with power gating

Mohammad Hosseinabady, J. Núñez-Yáñez
{"title":"Energy optimization of FPGA-based stream-oriented computing with power gating","authors":"Mohammad Hosseinabady, J. Núñez-Yáñez","doi":"10.1109/FPL.2015.7293946","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a technique to improve the energy efficiency of FPGA devices by exploiting power gating during idle periods in streaming applications. The main idea is to shuffle idle periods during application execution so that the energy and timing overheads of turning the FPGA on and off can become acceptable. A key requirement is that fast FPGA-based accelerators are available and that the application follows a repetitive nature of execution. In this case, the accelerators work on a successive computing mode to accumulate the idle intervals in different iterations in order to make power gating feasible. Streaming on demand applications which are ubiquitous in embedded and portable devices are very good candidates to benefit from this technique. A case study is presented based on an MP3 player as the streaming application which shows up to 52.9% energy reduction.","PeriodicalId":261014,"journal":{"name":"2015 25th International Conference on Field Programmable Logic and Applications (FPL)","volume":"172 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 25th International Conference on Field Programmable Logic and Applications (FPL)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FPL.2015.7293946","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13

Abstract

In this paper, we propose a technique to improve the energy efficiency of FPGA devices by exploiting power gating during idle periods in streaming applications. The main idea is to shuffle idle periods during application execution so that the energy and timing overheads of turning the FPGA on and off can become acceptable. A key requirement is that fast FPGA-based accelerators are available and that the application follows a repetitive nature of execution. In this case, the accelerators work on a successive computing mode to accumulate the idle intervals in different iterations in order to make power gating feasible. Streaming on demand applications which are ubiquitous in embedded and portable devices are very good candidates to benefit from this technique. A case study is presented based on an MP3 player as the streaming application which shows up to 52.9% energy reduction.
基于功率门控的fpga流计算能量优化
在本文中,我们提出了一种技术,以提高FPGA器件的能量效率,利用功率门控在流应用的空闲期间。其主要思想是在应用程序执行期间打乱空闲时间,以便使打开和关闭FPGA的能量和时间开销变得可以接受。一个关键的要求是快速的基于fpga的加速器是可用的,并且应用程序遵循重复的执行性质。在这种情况下,加速器采用连续计算模式,在不同的迭代中累积空闲时间间隔,以使功率门控可行。在嵌入式和便携式设备中无处不在的流媒体点播应用程序是受益于该技术的非常好的候选者。以MP3播放器作为流媒体应用为例,节能52.9%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书