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OALib Journal期刊
ISSN: 2333-9721
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软件学报  2000 

Performance Analysis for Massive Problem Data Parallel Computing
大规模问题数据并行性能的分析

Keywords: Data parallelism,parallel processing,performance analysis,speedup
数据并行
,并行处理,性能分析,加速比.

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Abstract:

In this paper, from application viewpoint, a model for enhancing parallel computing performance is established. The performance of parallel computing is analyzed when different domain divisions affect convergence speed in solving the whole problem. In addition, the major factors affecting the performance of massive data parallel computing are analyzed, such as overlapping operation,the problem data size and selective algorithm. Finally some computational examples provide evidence for the usefulness of the model.

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