Automating Elimination of Idle Functions by Run-Time Reconfiguration

Xinyu Niu, T. Chau, Qiwei Jin, W. Luk, Qiang Liu, O. Pell
{"title":"Automating Elimination of Idle Functions by Run-Time Reconfiguration","authors":"Xinyu Niu, T. Chau, Qiwei Jin, W. Luk, Qiang Liu, O. Pell","doi":"10.1145/2700415","DOIUrl":null,"url":null,"abstract":"A design approach is proposed to automatically identify and exploit run-time reconfiguration opportunities while optimising resource utilisation. We introduce Reconfiguration Data Flow Graph, a hierarchical graph structure enabling reconfigurable designs to be synthesised in three steps: function analysis, configuration organisation, and run-time solution generation. Three applications, based on barrier option pricing, particle filter, and reverse time migration are used in evaluating the proposed approach. The run-time solutions approximate the theoretical performance by eliminating idle functions, and are 1.31 to 2.19 times faster than optimised static designs. FPGA designs developed with the proposed approach are up to 28.8 times faster than optimised CPU reference designs and 1.55 times faster than optimised GPU designs.","PeriodicalId":269887,"journal":{"name":"2013 IEEE 21st Annual International Symposium on Field-Programmable Custom Computing Machines","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2013-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"19","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE 21st Annual International Symposium on Field-Programmable Custom Computing Machines","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2700415","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 19

Abstract

A design approach is proposed to automatically identify and exploit run-time reconfiguration opportunities while optimising resource utilisation. We introduce Reconfiguration Data Flow Graph, a hierarchical graph structure enabling reconfigurable designs to be synthesised in three steps: function analysis, configuration organisation, and run-time solution generation. Three applications, based on barrier option pricing, particle filter, and reverse time migration are used in evaluating the proposed approach. The run-time solutions approximate the theoretical performance by eliminating idle functions, and are 1.31 to 2.19 times faster than optimised static designs. FPGA designs developed with the proposed approach are up to 28.8 times faster than optimised CPU reference designs and 1.55 times faster than optimised GPU designs.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
通过运行时重新配置自动消除空闲函数
在优化资源利用率的同时,提出了一种自动识别和利用运行时重构机会的设计方法。我们介绍了可重构数据流图,这是一种分层图结构,使可重构设计能够分三个步骤进行综合:功能分析、配置组织和运行时解决方案生成。基于障碍期权定价、粒子滤波和逆时迁移的三种应用被用于评估所提出的方法。运行时解决方案通过消除空闲函数来接近理论性能,并且比优化的静态设计快1.31到2.19倍。采用该方法开发的FPGA设计比优化的CPU参考设计快28.8倍,比优化的GPU设计快1.55倍。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Escaping the Academic Sandbox: Realizing VPR Circuits on Xilinx Devices Exploiting Input Parameter Uncertainty for Reducing Datapath Precision of SPICE Device Models Accurate Thermal-Profile Estimation and Validation for FPGA-Mapped Circuits Boosting Memory Performance of Many-Core FPGA Device through Dynamic Precedence Graph A Fast and Accurate FPGA-Based Fault Injection System
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1