Implementation of Distributed Processing Using a PC-FPGA Hybrid System

Implementation of Distributed Processing Using a PC-FPGA Hybrid System
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使用 PC-FPGA 混合系统实现分布式处理

DOI:
10.1109/icfpt47387.2019.00074
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发表时间:
2019
期刊:
2019 International Conference on Field-Programmable Technology (ICFPT)
影响因子:
--
通讯作者:
M. Kohata
M. Kohata
中科院分区:
--
文献类型:
--
作者:
Keisuke Takano;Tetsuya Oda;Ryo Ozaki;A. Uejima;M. Kohata

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最近的研究集中在通过组合使用个人计算机和现场可编程门阵列来减少处理时间和功耗。这里描述了一种跨多个PC和FGA执行分布式处理的系统,该系统使用用于PC连接的以太网和内部设计的用于连接FGA的FPGA网络。对于处理软件,我们在PC上使用了ApacheSpark,并为FGA使用了内部应用程序编程接口(API)。实验结果表明,PC机和现场可编程门阵列都能有效地用于图像压缩计算。
Recent research has focused on decreasing processing times and power consumption by combined use PCs and FPGAs. Here describe a system that performs distributed processing across multiple PCs and FPGAs using ethernet for PC connections and an in-house designed FPGA network to connect FPGAs. For processing software, we used Apache Spark on the PCs and an in-house application programming interface (API) for the FPGAs. Experimental results show that both PC and FPGA are effectively used for image compression calculation.
DOI: 10.1145/2678373.2665678
发表时间: 2014-10
期刊: 2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA)
影响因子: --
作者:
Andrew Putnam;Adrian M. Caulfield;Eric S. Chung;Derek Chiou;Kypros Constantinides;J. Demme;H. Esmaeilzadeh;J. Fowers;Gopi Prashanth Gopal;J. Gray;M. Haselman;S. Hauck;Stephen Heil;Amir Hormati;Joo-Young Kim;S. Lanka;J. Larus;Eric Peterson;Simon Pope;Aaron Smith;J. Thong;Phillip Yi Xiao;D. Burger
通讯作者: Andrew Putnam;Adrian M. Caulfield;Eric S. Chung;Derek Chiou;Kypros Constantinides;J. Demme;H. Esmaeilzadeh;J. Fowers;Gopi Prashanth Gopal;J. Gray;M. Haselman;S. Hauck;Stephen Heil;Amir Hormati;Joo-Young Kim;S. Lanka;J. Larus;Eric Peterson;Simon Pope;Aaron Smith;J. Thong;Phillip Yi Xiao;D. Burger