具有计算能力的地理空间数据网格

Hao Chen, D. Goodenough, Aimin Guan, A. Charbonneau, R. Impey, W. Podaima, R. Sobie, A. Agarwal, B. Moa, I. Gable, P. Armstrong, R. Desmarais
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引用次数: 0

摘要

网格计算技术用于在属于多个组织的分布式计算资源上解决大型或复杂的计算问题,而不考虑其地理位置。本文采用Globus Toolkit 4 (GT-4)作为通用网格中间件,将加拿大林业局提供的SAFORAH地理空间数据网格与维多利亚大学和加拿大国家研究委员会提供的计算网格进行集成。设计并实现了新的GT-4服务,如集成服务(IS)、元调度服务(MS)和注册服务(RS)。MS是一个代理,用于在项目合作伙伴站点的许多不同的计算集群上调度作业。RS用于跟踪这些站点的资源可用性。IS允许数据网格和计算网格一起工作,因此用户不仅能够直接从SAFORAH数据网格访问地理空间数据,还可以使用计算网格动态创建虚拟图像产品。新系统是不同组织和研究团体之间共享数据和计算资源以及合作的一个主要例子。我们设想,我们的系统的结果将是有价值的其他项目,希望结合大规模的数据管理系统与计算资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Geospatial data grid with computational capability
Grid-computing technology is used to solve large or complex computational problems on distributed computational resources belonging to multiple organizations regardless of their geographical locations. In this paper, we introduce an integration of the SAFORAH geospatial data grid, provided by the Canadian Forest Service, and the computational grids, offered by the University of Victoria and National Research Council Canada, using Globus Toolkit 4 (GT-4) as a common grid middleware. New GT-4 services, such as an Integration Service (IS), a Metascheduler Service (MS) and a Registry Service (RS) were designed and implemented. MS is a broker used to schedule jobs on many distinct computational clusters at the project partner sites. The RS is used to track the availability of resources at these sites. IS allows the data grid and computational grids to work together, so that users are able not only to access geospatial data directly from the SAFORAH data grid but also to create virtual image products on the fly using the computational grids. The new system is a prime example of sharing data and computational resources and collaborating between different organization and research communities. We envisage that the results of our system would be valuable to other projects that wish to combine large-scale data management systems with computational resources.
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