通过HPC+Cloud软件框架实现云上的高性能计算

S. R. Balakrishnan, Shanmugam Veeramani, J. Leong, I. Murray, A. Sidhu
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引用次数: 2

摘要

随着生成数据量的增长,对可伸缩高性能计算系统的需求也在增加。为处理大数据而构建的传统高性能计算(HPC)集群具有固有的弱点,可以通过迁移到更灵活的云计算环境来克服这些弱点。本文讨论了高性能计算以及从传统的现场计算集群到使用云来完成相同任务的范式转换。本文还提出了一种名为HPC+Cloud的解决方案,它使企业能够迁移到云上并随后管理云上的高性能计算。HPC+Cloud通过软件定义的网络管理混合云上的多个不同节点,以完成队列中的任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High Performance Computing on the Cloud via HPC+Cloud software framework
There is an increased need for scalable high performance computing systems as the amount of generated data grows. Traditional High Performance Computing (HPC) clusters built to handle big data processing have inherent weaknesses that can be overcome by migrating to a more flexible cloud computing environment. This article discusses high performance computing and the paradigm shift from traditional onsite computing clusters to using the cloud for the same tasks. This article also proposes a solution called HPC+Cloud that enables enterprises to migrate to, and subsequently manage, high performance computing on the cloud. HPC+Cloud manages multiple, disparate, nodes on the hybrid cloud over software defined networks to complete tasks in a queue.
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