基于GMP的基于web的志愿计算绩效评价

Shoma Kajitani, Y. Nogami, Masaru Fukushi, N. Amano
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引用次数: 1

摘要

本文介绍了基于gmp的web志愿计算(VC)系统应用程序的性能评价。基于Web的VC通过允许工作者在Web浏览器上执行计算程序(作业)来聚集许多志愿者参与者(工作者)。另一方面,由于作业是在Web浏览器上执行的,因此作业在worker上的执行性能降低了。为了揭示基于web的VC的实际性能,我们对实际应用中使用的科学计算多精度库GMP进行了转换,并对其性能进行了评价。实验结果表明,在某些情况下,例如参数长度较短时,性能下降可以忽略不计。本文还展示了通过取代GMP函数来提高基于web的VC性能的潜力。
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A performance evaluation of Web-based volunteer computing using applications with GMP
This paper presents the performance evaluations of GMP-based applications on Web-based Volunteer Computing (VC) systems. Web-based VC is expected to gather many volunteer participants (workers) by allowing workers to execute a computation program (job) on Web browsers. On the other hand, the job execution performance on workers degraded because jobs are executed on Web browsers. To reveal the actual performance of Web-based VC, we convert practical applications which use GMP, that is a multi-precision library for scientific computations, and evaluate its performance. The experimental results show that the performance degradation is negligibly small in some cases, e.g. a short bit-length of arguments. This paper also shows a potential for the performance improvement of Web-based VC by substituting GMP functions.
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