利用混合云构建环境虚拟观测站的经验

Yehia El-khatib, G. Blair, Bholanathsingh Surajbali
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引用次数: 23

摘要

环境科学往往是碎片化的:数据是用不匹配的格式和惯例收集的,模型是不一致的,是孤立运行的。通过支持来自不同来源和不同规模的数据,通过促进模型的集成以创建更复杂的软件服务,以及通过提供适当的计算和存储资源的可持续来源,云计算在解决这些问题方面提供了很大的潜力。在本文中,我们重点介绍了我们在建立环境虚拟观测站试点项目(EVOp)方面的一些经验。EVOp是一个量身定制的基于云的基础设施和相关的基于网络的工具,旨在使不同背景的用户能够访问有关不同环境问题的数据。我们回顾我们的架构设计、当前部署和原型。我们也会反思吸取的教训。我们相信,这样的经验对其他希望组建虚拟天文台或类似虚拟研究环境的科学团体是有益的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experiences of using a hybrid cloud to construct an environmental virtual observatory
Environmental science is often fragmented: data is collected using mismatched formats and conventions, and models are misaligned and run in isolation. Cloud computing offers a lot of potential in the way of resolving such issues by supporting data from different sources and at various scales, by facilitating the integration of models to create more sophisticated software services, and by providing a sustainable source of suitable computational and storage resources. In this paper, we highlight some of our experiences in building the Environmental Virtual Observatory pilot (EVOp), a tailored cloud-based infrastructure and associated web-based tools designed to enable users from different backgrounds to access data concerning different environmental issues. We review our architecture design, the current deployment and prototypes. We also reflect on lessons learned. We believe that such experiences are of benefit to other scientific communities looking to assemble virtual observatories or similar virtual research environments.
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