Service-Oriented Architecture on FPGA-Based MPSoC

doi:10.1109/TPDS.2017.2701828

	Service-Oriented Architecture on FPGA-Based MPSoC
	Wang, Chao 1; Li, Xi 1; Chen, Yunji 2; Zhang, Youhui 3; Diessel, Oliver 4; Zhou, Xuehai 1
	2017-10-01
发表期刊	IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
ISSN	1045-9219
卷号	28 期号:10 页码:2993-3006
摘要	The integration of software services-oriented architecture (SOA) and hardware multiprocessor system-on-chip (MPSoC) has been pursued for several years. However, designing and implementing a service-oriented system for diverse applications on a single chip has posed significant challenges due to the heterogeneous architectures, programming interfaces, and software tool chains. To solve the problem, this paper proposes SoSoC, a service-oriented system-on-chip framework that integrates both embedded processors and software defined hardware accelerators s as computing services on a single chip. Modeling and realizing the SOA design principles, SoSoC provides well-defined programming interfaces for programmers to utilize diverse computing resources efficiently. Furthermore, SoSoC can provide task level parallelization and significant speedup to MPSoC chip design paradigms by providing out-of-order execution scheme with hardware accelerators. To evaluate the performance of SoSoC, we implemented a hardware prototype on Xilinx Virtex5 FPGA board with EEMBC benchmarks. Experimental results demonstrate that the service componentization over original version is less than 3 percent, while the speedup for typical software Benchmarks is up to 372x. To show the portability of SoSoC, we implement the convolutional neural network as a case study on both Xilinx Zynq and Altera DE5 FPGA boards. Results show the SoSoC outperforms state-of-the-art literature with great flexibility.
关键词	Service-oriented architecture multiprocessor system on chip
DOI	10.1109/TPDS.2017.2701828
收录类别	SCI
语种	英语
资助项目	National Science Foundation of China[61379040] ; Anhui Provincial Natural Science Foundation[1608085QF12] ; CCF-Venustech Hongyan Research Initiative[CCF-VenustechRP1026002] ; Suzhou Research Foundation[SYG201625] ; Youth Innovation Promotion Association CAS[2017497] ; Fundamental Research Funds for the Central Universities[WK2150110003]
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号	WOS:000410653500021
出版者	IEEE COMPUTER SOC
引用统计	被引频次：23[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/6728
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wang, Chao
作者单位	1.Univ Sci & Technol China, Hefei 230027, Anhui, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 3.Tsinghua Univ, Dept Comp Sci, Beijing 100084, Peoples R China 4.Univ New South Wales, Sydney, NSW 2052, Australia
推荐引用方式 GB/T 7714	Wang, Chao,Li, Xi,Chen, Yunji,et al. Service-Oriented Architecture on FPGA-Based MPSoC[J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS,2017,28(10):2993-3006.
APA	Wang, Chao,Li, Xi,Chen, Yunji,Zhang, Youhui,Diessel, Oliver,&Zhou, Xuehai.(2017).Service-Oriented Architecture on FPGA-Based MPSoC.IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS,28(10),2993-3006.
MLA	Wang, Chao,et al."Service-Oriented Architecture on FPGA-Based MPSoC".IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 28.10(2017):2993-3006.