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作者:

Fang, Juan (Fang, Juan.) (学者:方娟) | Hao, Xiaoting (Hao, Xiaoting.) | Fan, Qingwen (Fan, Qingwen.) | Chang, Zeqing (Chang, Zeqing.) | Song, Shuying (Song, Shuying.)

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摘要:

In the Heterogeneous multi-core architecture, CPU and GPU processor are integrated on the same chip, which poses a new challenge to the last-level cache management. In this architecture, the CPU application and the GPU application execute concurrently, accessing the last-level cache. CPU and GPU have different memory access characteristics, so that they have differences in the sensitivity of last-level cache (LLC) capacity. For many CPU applications, a reduced share of the LLC could lead to significant performance degradation. On the contrary, GPU applications can tolerate increase in memory access latency when there is sufficient thread-level parallelism. Taking into account the GPU program memory latency tolerance characteristics, this paper presents a method that let GPU applications can access to memory directly, leaving lots of LLC space for CPU applications, in improving the performance of CPU applications and does not affect the performance of GPU applications. When the CPU application is cache sensitive, and the GPU application is insensitive to the cache, the overall performance of the system is improved significantly

关键词:

AIP Proceedings International Conference Title Here Research Center of Engineering and Science

作者机构:

  • [ 1 ] [Fang, Juan]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Hao, Xiaoting]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Fan, Qingwen]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Chang, Zeqing]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 5 ] [Song, Shuying]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China

通讯作者信息:

  • 方娟

    [Fang, Juan]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China

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来源 :

MATERIALS SCIENCE, ENERGY TECHNOLOGY, AND POWER ENGINEERING I

ISSN: 0094-243X

年份: 2017

卷: 1839

语种: 英文

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WoS核心集被引频次: 0

SCOPUS被引频次: 1

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