The Virtual Domain Application Data Center: serving interdisciplinary Earth scientists

M. Kafatos, X. Wang, H. Weir, Zuotao Li, P. Hertz, H. Wolf, Ruixin Yang, Duane King, D. Ziskin
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引用次数: 12

Abstract

The authors address the data access and analysis issues faced by interdisciplinary Earth scientists and graduate students as a prototypical domain community which will be accessing large data sets in Earth system science in the following decades. They present a working prototype developed at George Mason University to serve wide user needs termed Virtual Domain Application Data Center (VDADC). The VDADC prototype provides tools, data products and services tailored to users and can be extended to other domain communities. The VDADC operates in a distributed environment, the World Wide Web, and in close association with federated data centers. Moreover, the information technology implementation is driven by science scenarios and can apply to a variety of domain users, thus reducing network traffic the data centers by implementing intelligent data searching or "content-based browsing" prior to data ordering thus more effectively addressing user needs.
虚拟领域应用数据中心:服务跨学科地球科学家
作者将跨学科地球科学家和研究生所面临的数据访问和分析问题作为一个原型领域社区,将在未来几十年访问地球系统科学中的大型数据集。他们展示了乔治梅森大学开发的一个工作原型,用于满足广泛的用户需求,称为虚拟域应用数据中心(VDADC)。VDADC原型提供了为用户量身定制的工具、数据产品和服务,并可以扩展到其他领域社区。VDADC在分布式环境(万维网)中运行,并与联邦数据中心密切相关。此外,信息技术的实施是由科学场景驱动的,可以应用于各种领域的用户,从而通过在数据排序之前实现智能数据搜索或“基于内容的浏览”来减少数据中心的网络流量,从而更有效地满足用户需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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