全球降雨水文分析的分布式环境方法

O. Terzo, L. Mossucca, A. Albanese, R. Vigna, N. Premachandra
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引用次数: 1

摘要

分布式体系结构是利用网格网络连接的计算资源的聚合能力实现科学和工程数据应用的一种基本方式。本文描述了一种用于强降雨数据分析的创新方案。洪水预警系统是为了在世界各地发生暴雨时提前发出警报。该项目的目的是评估关键的洪水事件,并了解需要援助的潜在洪水地区。世界粮食计划署和其他人道主义援助组织需要了解潜在的警报,以便组织后勤援助。该系统以降水分析为基础,利用全球范围内的卫星降水数据。分析和警报几乎是实时的,以监测当前世界各地的降雨状况。考虑到全球覆盖面积大,需要处理的数据量大,提出了一种基于网格计算技术的基础设施解决方案。我们的重点是在这个特定的上下文中使用分布式架构在性能方面的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Distributed Environment Approach for a Worldwide Rainfall Hydrologic Analysis
Distributed architecture is a fundamental way for science and engineering data application by aggregate power of computing resources connected by networks of the grid. This paper describes a innovative scenarios for intensive rainfall data analysis. The Flood Early Warning System is performed to give an alert in advance about the occurrence of heavy rainfalls around the world. The aim of the project is to evaluate the critical flood events and understand the potentially floodable areas where their assistance is needed. The World Food Programme and other humanitarian assistance organizations needs to understand the potential alert in order to organize the logistic helps. This system is based on precipitation analysis and it uses rainfall data from satellite at worldwide extent. The analysis and alert are delivered in near real-time to monitor the current rainfall condition over the world. Considering the global coverage area and the great deal of data to process, this paper presents a infrastructure solution based on grid computing technology. Our focus is on the advantages of using a distributed architecture in terms of performances in this specific context.
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