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基于OpenMP的Kriging插值算法研究

Kriging Interpolation Algorithm Based on OpenMP

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【作者】 陈欢谢健

【Author】 CHEN Huan XIE Jian(College of Information Science and Engineering,Hunan University,Changsha 410082,China)

【机构】 湖南大学软件学院

【摘要】 随着多核处理器的普及,并为了充分利用多核PC机的特性,计算机技术逐渐向多核架构及多核计算技术发展。为提高对湖南地区100m×100m小网格气温插值的速度,采用以OpenMP为标准的基于共享存储的并行编程模型对Kriging插值算法进行改进。在不同核的多核PC机中,采用100m×100m小网格和500m×500m小网格地形数据对平均气温进行插值,不仅有效减少了插值时间和提高了算法的加速比,而且集成到业务系统中大大提升了系统的反应时间及性能。

【Abstract】 With the popularity of multi-core processors,full use of multi-core PC’s performance,computer technology is increasingly to multi-core architecture and multi-core computing technology development.To improve the small Hunan 100m × 100m grid interpolation rate of temperature,using the OpenMP standard for shared memory based parallel programming model to achieve the kriging interpolation algorithm based on OpenMP.Different multi-core PC,using a small grid 100m × 100m and 500m × 500m grid terrain data for a small average temperature for interpolation,not only effectively reduce the time and interpolation algorithms to improve the speedup,and significantly integrated into business systems enhance the system’s response time and performance.

  • 【文献出处】 计算机科学 ,Computer Science , 编辑部邮箱 ,2012年S1期
  • 【分类号】TP368.3
  • 【被引频次】8
  • 【下载频次】150
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