GPGPU-Based ATPG System: Myth or Reality?

doi:10.1109/TCAD.2018.2884992

CORC > 计算技术研究所 > 中国科学院计算技术研究所 > 中国科学院计算技术研究所期刊论文 > 英文

	GPGPU-Based ATPG System: Myth or Reality?
	Lai, Liyang 1,2; Tsai, Hans 3; Li, Huawei 4,5
刊名	IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
	2020
卷号	39 期号:1 页码:239-247
关键词	ATPG fault simulation general-purpose computing on graphics processing units (GPGPUs)
ISSN号	0278-0070
DOI	10.1109/TCAD.2018.2884992
英文摘要	General-purpose computing on graphics processing units (GPGPUs) is a programming model that uses graphics cards to perform computations traditionally done by CPU. It began to become practical with the advent of programmable shaders and floating-point support on GPU in around 2001. The spread of GPGPU has been accelerated with introduction of CUDA from NVIDIA in 2006 and later OpenCL in 2009. Nowadays GPGPU is widely deployed in various applications, such as data mining, artificial intelligence, and many scientific computations. GPGPU seemingly promises immense parallelism with massive concurrent cores, and thus much shorter run times. This is true for algorithms that bear intrinsic data and task parallelism, such as image and video processing. For an ATPG system where some algorithms are sequential in nature, the speedup is not easy to achieve in the real world. Flaws in setting up speedup evaluation can lead to false promises. Will GPGPU-based ATPG system become a reality? Or it is just a myth. In this paper, we try to provide an answer by surveying state-of-the-art works and by analyzing practical aspects of today's industrial designs.
资助项目	Startup Fund at Shantou University[140-760163] ; Yangfang Career Award of Guangdong Province, China[140-14600602]
WOS研究方向	Computer Science ; Engineering
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000505521000020
内容类型	期刊论文
源URL	[http://119.78.100.204/handle/2XEOYT63/14976]
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Lai, Liyang
作者单位	1.Shantou Univ, Dept Elect Engn, Shantou 515063, Guangdong, Peoples R China 2.Shantou Univ, Guangdong Prov Key Lab Digital Signal & Image Pro, Shantou 515063, Guangdong, Peoples R China 3.Mentor Graph Corp, Silicon Test Div, Wilsonville, OR 97070 USA 4.Chinese Acad Sci, Inst Comp Technol, State Key Lab Comp Architecture, Beijing 100190, Peoples R China 5.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing 101408, Peoples R China
推荐引用方式 GB/T 7714	Lai, Liyang,Tsai, Hans,Li, Huawei. GPGPU-Based ATPG System: Myth or Reality?[J]. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS,2020,39(1):239-247.
APA	Lai, Liyang,Tsai, Hans,&Li, Huawei.(2020).GPGPU-Based ATPG System: Myth or Reality?.IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS,39(1),239-247.
MLA	Lai, Liyang,et al."GPGPU-Based ATPG System: Myth or Reality?".IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 39.1(2020):239-247.