基于社区的大数据管理云平台架构与设计

Sulayman K. Sowe, K. Zettsu
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引用次数: 5

摘要

数字宇宙正在以指数方式产生前所未有的数据量,这些数据给研究界带来了好处,也带来了根本性的挑战。这一趋势对于支持研究社区管理数据的云平台的开发和部署来说是令人兴奋的。令人兴奋的是,研究人员现在可以有更多的访问和发现数据中的更多价值,从许多类型的数据中建立信息片段之间的关系,并与来自不同领域的不同研究人员进行合作。然而,从技术上讲,平台提供商必须设计他们的基础设施,使用户能够轻松地搜索、查找、共享和无缝协作。在本文中,我们介绍了云平台的架构和设计,并描述了一个灾难响应科学家社区如何使用该平台来管理数据。还介绍了开发平台的动机、克服与协作和协作云环境相关的一些挑战的经验教训以及未来的研究方向。本研究的贡献在于支持数据管理活动的云基础设施领域,以及支持利用信息资产和网络技术的研究社区。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Architecture and Design of a Community-Based Cloud Platform for Curating Big Data
The digital universe is exponentially producing unprecedented volume of data that has brought benefits, as well as fundamental challenges for the research community. This trend is inherently exciting for the development and deployment of cloud platforms to support research communities curate data. The excitements stems from the fact that researchers can now have more access and discover more value in data, establish relationships between bits and pieces of information from many types of data, and collaborate with a diverse community of researchers from various domains. Technically, however, platform providers must design their infrastructure in such a way that users can easily search, find, share, and seamlessly collaborate. In this paper, we present the architecture and design of a cloud platform and describe how a community of disaster response scientists could use the platform to curate data. Motivation for developing the platform, lessons learnt in overcoming some challenges associated with collaborative and cooperative cloud environments, and future research directions are also presented. The contribution of this research is in the field of cloud infrastructure for supporting data curation activities, and the sustenance of research communities for the utilization of information assets and cyber technologies.
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