基于云的EGI环境下的GPU计算

Flavio Vella, Riccardo M. Cefalá, A. Costantini, O. Gervasi, C. Tanci
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引用次数: 13

摘要

最近,GPU计算,即使用图形卡的矢量处理器作为高性能计算环境的计算通用单元的可能性,在科学界引起了相当大的兴趣。欧洲网格基础设施(EGI)中的一些社区正在重塑他们的应用程序,以利用这种新的编程范式。每个EGI社区,称为虚拟组织(Virtual Organization, VO),通常需要特定的环境,这使得每个网格站点都需要一个有效的系统来满足虚拟组织的软件需求。云计算以及更普遍地透明地使用计算资源的机会,加上虚拟化技术的整合,允许为最终用户的活动提供所需的环境。目前的工作旨在探索为每个VO提供按需GPU环境(GPU框架、操作系统和库)的可能性,并使用云方法通过EGI基础设施进行访问。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GPU Computing in EGI Environment Using a Cloud Approach
Recently GPU computing, namely the possibility to use the vector processors of graphics card as computational general purpose units of High Performance Computing environments, has generated considerable interest in the scientific community. Some communities in European Grid Infrastructure (EGI) are reshaping their applications to exploit this new programming paradigm. Each EGI community, called Virtual Organization (VO), often requires specific environments, making necessary for each Grid site to enable an efficient system to fulfill VO's software requirements. Cloud Computing and more generally the opportunity to transparently use computational resources, together with the consolidation of virtualization technologies, allows to provide to the end users the required environment for their activities. The present work is aimed at exploring the possibilities to provide for each VO an on-demand GPU environment (GPU framework, Operating System and libraries) and making it accessible via the EGI infrastructure using a Cloud approach.
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