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Author Hu, Liang ♦ Che, Xilong ♦ Zheng, Si-Qing
Source ACM Digital Library
Content type Text
Publisher Association for Computing Machinery (ACM)
File Format PDF
Copyright Year ©2016
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword GPGPU ♦ SIMD ♦ Conceptual model ♦ Micro-architecture ♦ Parallel computing
Abstract The lack of detailed white box illustration leaves a gap in the field of GPGPU (General-Purpose Computing on the Graphic Processing Unit), thus hindering users and researchers from exploring hardware potential while improving application performance. This article bridges the gap by demystifying the micro-architecture and operating mechanism of GPGPU. We propose a descriptive model that addresses key issues of most concerns, including task organization, hardware structure, scheduling mechanism, execution mechanism, and memory access. We also validate the effectiveness of our model by interpreting the software/hardware cooperation of CUDA.
ISSN 03600300
Age Range 18 to 22 years ♦ above 22 year
Educational Use Research
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2016-03-01
Publisher Place New York
e-ISSN 15577341
Journal ACM Computing Surveys (CSUR)
Volume Number 48
Issue Number 4
Page Count 20
Starting Page 1
Ending Page 20

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Source: ACM Digital Library