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Abstract:
A heterogeneous computing platform is an computing system that composed of different types of computing units. By fully using the computing ability of different types of computing units, the heterogeneous computing platform can achieve better performance and power efficiency than traditional homogeneous computing platform. In this paper, we firstly summarize and analyze the key factors that affect the performance of a heterogeneous computing platform. Next, we conduct a specific survey about these key factors from both software and hardware aspects and introduce some research results and key technologies at present. And then, we introduce the heterogeneous computing framework and make a comparison between OpenCL and HSA which are now both promising. At last, we analyze the future directions of the heterogeneous computing platform.
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2016 INTERNATIONAL CONFERENCE ON INFORMATICS, MANAGEMENT ENGINEERING AND INDUSTRIAL APPLICATION (IMEIA 2016)
Year: 2016
Page: 6-12
Language: English
Cited Count:
WoS CC Cited Count: 17
SCOPUS Cited Count:
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 10
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