• 中国精品科技期刊
  • CCF推荐A类中文期刊
  • 计算领域高质量科技期刊T1类
Advanced Search
He Yi, Ren Ju, Wen Mei, Yang Qianming, Wu Nan, Zhang Chunyuan, and Guo Min. Research on FPGA-Based Paging-Simulation Model for SIMD Architecture[J]. Journal of Computer Research and Development, 2011, 48(1): 9-18.
Citation: He Yi, Ren Ju, Wen Mei, Yang Qianming, Wu Nan, Zhang Chunyuan, and Guo Min. Research on FPGA-Based Paging-Simulation Model for SIMD Architecture[J]. Journal of Computer Research and Development, 2011, 48(1): 9-18.

Research on FPGA-Based Paging-Simulation Model for SIMD Architecture

More Information
  • Published Date: January 14, 2011
  • With the appearance of massively compute-intensive applications such as multimedia and complicated scientific computing, SIMD architecture has become a hotspot of research due to its intrinsic scalable data-parallel structure. The low simulating speed of software simulation brings lots of inconveniency in large scale SMID architecture research. FPGA-based simulation system is much faster, but the scale of the target system is often limited by the capacity of the FPGA chips. Using more FPGA chips or larger capacity FPGA chip may not only increase the complexity of design, but also increase the cost of research. In this paper, we propose a novel FPGA-based paging-simulation model for SIMD architecture, which can reduce the computing resource and memory resource consuming of the simulation system efficiently. On the basis of this model, large scale SIMD architectures can be simulated with limited FPGA resources. We build the simulation system of MASA on Altera StratixII series chip EP2S180. The experiment results show that without any simulation optimizing technology, the largest scale system can be implemented on EP2S180 is MASA of 8 clusters, while based on the paging-simulation model, the largest scale system can be implemented on EP2S180 with MASA of 256 clusters, and the increment of the simulation time is acceptable.
  • Related Articles

    [1]Li Han, Yan Mingyu, Lü Zhengyang, Li Wenming, Ye Xiaochun, Fan Dongrui, Tang Zhimin. Survey on Graph Neural Network Acceleration Architectures[J]. Journal of Computer Research and Development, 2021, 58(6): 1204-1229. DOI: 10.7544/issn1000-1239.2021.20210166
    [2]Zhang Chao, Li Deyu. Interval-Valued Hesitant Fuzzy Graphs Decision Making with Correlations and Prioritization Relationships[J]. Journal of Computer Research and Development, 2019, 56(11): 2438-2447. DOI: 10.7544/issn1000-1239.2019.20180314
    [3]Huang Tiejun, Yu Zhaofei, Liu Yijun. Brain-like Machine: Thought and Architecture[J]. Journal of Computer Research and Development, 2019, 56(6): 1135-1148. DOI: 10.7544/issn1000-1239.2019.20190240
    [4]Xu Zhiwei, Zeng Chen, Chao Lu, Peng Xiaohui. Zone-Oriented Architecture: An Architectural Style for Smart Web of Everything[J]. Journal of Computer Research and Development, 2019, 56(1): 90-102. DOI: 10.7544/issn1000-1239.2019.20180775
    [5]Zhong Shan, Liu Quan, Fu Qiming, Zhang Zongzhang, Zhu Fei, Gong Shengrong. A Heuristic Dyna Optimizing Algorithm Using Approximate Model Representation[J]. Journal of Computer Research and Development, 2015, 52(12): 2764-2775. DOI: 10.7544/issn1000-1239.2015.20148160
    [6]Jin Wenbing, Shi Feng, Zuo Qi, Zhang Yang. Study of Ahead Branch Prediction Architecture and Algorithm[J]. Journal of Computer Research and Development, 2013, 50(10): 2228-2238.
    [7]Zhou Xinyun, Li Zhi, Li Liqun, Sun Limin. An Architecture of Mobile Delay Tolerant Networks and Its Application[J]. Journal of Computer Research and Development, 2012, 49(3): 518-528.
    [8]Lu Xiaoyi, Lin Jian, Zha Li. Architecture and Key Technologies of LingCloud[J]. Journal of Computer Research and Development, 2011, 48(7): 1111-1122.
    [9]Li Zusong, Xu Xianchao, Hu Weiwu, Tang Zhimin. Research on Simultaneous Multi-Microthreading Architecture[J]. Journal of Computer Research and Development, 2007, 44(5): 768-774.
    [10]Wang Wei, Han Yinhe, Hu Yu, Li Xiaowei, Zhang Yousheng. An Effective Low-Power Scan Architecture—PowerCut[J]. Journal of Computer Research and Development, 2007, 44(3).

Catalog

    Article views (846) PDF downloads (659) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return