A scientific workflow supported environment over hybrid infrastructure for aerodynamics design

Seoyoung Kim, Hyejeong Kang, Yoonhee Kim
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Abstract

As computing technologies develop, various studies for e-Science have been actively developed for many years. The advent of Cloud computing, for example, enables scientists to expand their research environments over supercomputers to on-demand and scalable resources. However, several performance drawbacks on the cloud computing can cause considerable obstacles in scientific domains, despite its strong merits. A hybrid infrastructure which consists of the existing and cloud architecture thus can produce a synergy effect for utilizing resources efficiently. In this paper, we proposed hybrid infrastructure-supported a scientific workflow environment for Aerodynamics design and demonstrated its superiority. Hybrid infrastructure covers grid and private cloud computing in this paper. Especially, we focused on improving performance by supporting hybrid infrastructure and efficient usages of physical resources. Since it offers diverse types of computing infrastructures including cloud computing, it can serve elastic resources regardless of the number of tasks for experiments or limitations of space and can reduce costs of time as well as budget during simulations.
一个科学的工作流程支持的环境混合基础设施的空气动力学设计
随着计算机技术的发展,电子科学的各种研究也得到了积极的发展。例如,云计算的出现使科学家能够在超级计算机上扩展他们的研究环境,以满足需求和可扩展的资源。然而,云计算的一些性能缺陷可能会在科学领域造成相当大的障碍,尽管它有很强的优点。因此,由现有架构和云架构组成的混合基础架构可以产生协同效应,从而有效地利用资源。本文提出了一种以混合基础设施为支撑的空气动力学设计科学工作流环境,并论证了其优越性。混合基础设施包括网格和私有云计算。我们特别关注通过支持混合基础设施和有效使用物理资源来提高性能。由于它提供了包括云计算在内的多种类型的计算基础设施,因此无论实验任务的数量或空间的限制如何,它都可以提供弹性资源,并且可以减少模拟期间的时间成本和预算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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