并行计算中的可伸缩时间定积分

Yue Hu, W. Tong, Xiaoli Zhi, Huailiang Xuan
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引用次数: 0

摘要

在并行计算中,内存需求是一个重要的问题,而在并行软件开发中,优化内存管理策略至关重要。程序员需要知道内存优化程度。但是,并行程序的性能评价指标加速率仅指计算时间,没有考虑程序执行时的内存成本。本文将计算时间与内存需求之间的关系用公式表示,利用公式可以计算出内存需求对并行计算的影响。实验结果表明,本文提出的可扩展时间定积分能较好地预测一定并行系统规模下的并行计算时间,并能反映运行环境的工作能力。
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Scalable time definite integration in parallel computing
In parallel computing, the memory requirement is an important problem, and in parallel software development, it is vital to optimize the memory management strategy. Programmers need to know the memory optimizing degree. But, the parallel programs' performance evaluation metric speedup only refers to computing time, without considering the memory cost when executing programs. In this paper, the relationship between computing time and memory requirement is expressed by a formula, with which the influence of memory requirement in parallel computing can be calculated. The experiment results demonstrate that the scalable time definite integration proposed in this paper, can properly predict parallel computing time under certain parallel system size, and also could reflect the operating environment's working capacity.
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