PIMSim: A Flexible and Detailed Processing-in-Memory Simulator

doi:10.1109/LCA.2018.2885752

	PIMSim: A Flexible and Detailed Processing-in-Memory Simulator
	Xu, Sheng 1,2; Chen, Xiaoming 1; Wang, Ying 1; Han, Yinhe 1; Qian, Xuehai 3; Li, Xiaowei 1,2
	2019
发表期刊	IEEE COMPUTER ARCHITECTURE LETTERS
ISSN	1556-6056
卷号	18 期号:1 页码:6-9
摘要	With the advent of big data applications and new process technologies, Process-in-Memory (PIM) attracts much attention in memory research as the architecture studies gradually shift from processors to heterogeneous aspects. How to achieve reliable and efficient PIM architecture modeling becomes increasingly urgent for the researchers, who want to experiment on critical issues from detailed implementations of their proposed PIM designs. This paper proposes PIMSim, a full-system and highly-configurable PIM simulator to facilitate circuit-, architecture-and system-level researches. PIMSim enables architectural simulation of PIM and implements three simulation modes to provide a wide range of speed/accuracy tradeoffs. It offers detailed performance and energy models to simulate PIM-enabled instructions, compiler, in-memory processing logic, various memory devices, and PIM coherence. PIMSim is open source and available at https://github.com/vineodd/PIMSim.
关键词	Processing-in-memory simulator heterogeneous computing memory system
DOI	10.1109/LCA.2018.2885752
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China (NSFC)[61522406] ; National Natural Science Foundation of China (NSFC)[61834006] ; National Natural Science Foundation of China (NSFC)[61521092] ; Beijing Municipal Science & Technology Commission[Z171100000117019] ; Beijing Municipal Science & Technology Commission[Z181100008918006] ; Strategic Priority Research Program of the Chinese Academy of Sciences[XDPB12] ; Innovative Project of Institute of Computing Technology, CAS[5120186140]
WOS研究方向	Computer Science
WOS类目	Computer Science, Hardware & Architecture
WOS记录号	WOS:000456158300002
出版者	IEEE COMPUTER SOC
引用统计	被引频次：28[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/2XEOYT63/3479
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Xu, Sheng
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China 2.Univ Chinese Acad Sci, Beijing 101408, Peoples R China 3.Univ Southern Calif, Los Angeles, CA 90007 USA
推荐引用方式 GB/T 7714	Xu, Sheng,Chen, Xiaoming,Wang, Ying,et al. PIMSim: A Flexible and Detailed Processing-in-Memory Simulator[J]. IEEE COMPUTER ARCHITECTURE LETTERS,2019,18(1):6-9.
APA	Xu, Sheng,Chen, Xiaoming,Wang, Ying,Han, Yinhe,Qian, Xuehai,&Li, Xiaowei.(2019).PIMSim: A Flexible and Detailed Processing-in-Memory Simulator.IEEE COMPUTER ARCHITECTURE LETTERS,18(1),6-9.
MLA	Xu, Sheng,et al."PIMSim: A Flexible and Detailed Processing-in-Memory Simulator".IEEE COMPUTER ARCHITECTURE LETTERS 18.1(2019):6-9.