云计算在高性能计算中的集成与应用初探

T. Wlodarczyk, Chunming Rong
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引用次数: 12

摘要

本文综述了云计算(CC)与高性能计算(HPC)的集成和应用的最新进展。介绍了高性能计算资源商品化的动机和一般应用领域。目前的实验通常显示CC和HPC基础设施以及编程模型之间的显著性能差异。然而,最近的研究努力旨在找到这些方法之间的共同点。结论是,CC和HPC在一定程度上的合成是不可避免的,并且可能对两者都有益,然而,这需要进一步的重大研究努力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Initial Survey on Integration and Application of Cloud Computing to High Performance Computing
In this paper we survey state-of-the-art of integration and application of Cloud Computing (CC) to High Performance Computing (HPC). Motivation and general application areas are presented demonstrating particular focus on commoditization of HPC resources. Current experiments usually show significant performance differences between CC and HPC infrastructures and also programming models. However, recent research efforts aim at finding a common ground between those approaches. A conclusion emerges that some level of synthesis of CC and HPC is inevitable and probably beneficial for both, however, it requires further significant research efforts.
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