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数据密集型应用在NVIDIA Fermi片内存储结构上的适应性分析

Adaptability analysis of data-intensive applications on on-chip storage structure of NVIDIA Fermi
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摘要 数据密集型应用是一类以数据搜索、分析、传输和处理为主的应用。利用GPGPU-SIM模拟器模拟NVIDIA的Fermi架构,分析了Fermi存储结构与数据密集型应用的适应性关系,并给出其存储层次优化设计建议。 Data-intensive application is a class of application which mainly focuses on searching, analyzing, transporting and processing data. The paper simulates the NVIDIA Fermi architecture using GPGPU-SIM simulator, analyzes the adaptability of Ferrules memory architecture with data-intensive applications,and gives some advices regarding optimization design on memory hierarchy.
出处 《计算机工程与科学》 CSCD 北大核心 2014年第4期601-606,共6页 Computer Engineering & Science
基金 国家自然科学基金资助项目(61272097)
关键词 数据密集 GPGPU-SIM FERMI 存储层次 data-intensive GPGPU-SIM Fermi memory hierarchy
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参考文献9

  • 1NVIDIA Corporation. NVIDIA's next generation CUDA compure architecture:Fermi[Z]. Version 1.1. 2009.
  • 2NVIDIA Corporation. GeForce GTX 680:The fastest, most efficient GPU ever built[Z]. Version 1.0. 2012.
  • 3NVIDIA Corporation. NVIDIA's next generation CUDA com pute architecture:Kepler GK110 The fastest,most efficient GPU ever built[Z]. Version 1.0. 2012.
  • 4NVIDIA Corporation. NVIDIA CUDA reference manual[Z]. Version 3.2 Beta. 2010.
  • 5NVIDIA Corporation. NVIDIA CUDA API reference manual [Z]. Version 4.2. 2012.
  • 6Cai Jing. GPGPU architecture key technology demonstration and simulator research and extension[D]. Changsha: National University of Defense Technology, 2009. (in Chinese).
  • 7Aammodt M,Bakhoda A,Fung W. Tutorial on GPGPU Sire A performance simulator for massively multithreaded proees sor research[C]//Proc of the 42nd Annual IEEE/ACM In ternational Symposium on Microarchitecture, 2009:1.
  • 8Che Shuai, Boyer M, Meng Jia yuan, et al. A benchmark suite for heterogeneous computing[C]//Proc of IEEE Inter national Symposium on in Workload Characterization, 2009: 1.
  • 9NVIDIA Corporation. NVIDIA CUDA SDK3. 1 code sam ples[EB/OL]. [2011-05-16]. http://docs, nvidia, com/curia/ cuda samples/index, html.

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