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基于分布式网格基础设施改善科学家与复杂计算可视化环境的交互。

Improving scientists' interaction with complex computational-visualization environments based on a distributed grid infrastructure.

作者信息

Kalawsky R S, O'Brien J, Coveney P V

机构信息

East Midlands e-Science Centre, Loughborough University, Loughborough, UK.

出版信息

Philos Trans A Math Phys Eng Sci. 2005 Aug 15;363(1833):1867-84. doi: 10.1098/rsta.2005.1616.

DOI:10.1098/rsta.2005.1616
PMID:16099754
Abstract

The grid has the potential to transform collaborative scientific investigations through the use of closely coupled computational and visualization resources, which may be geographically distributed, in order to harness greater power than is available at a single site. Scientific applications to benefit from the grid include visualization, computational science, environmental modelling and medical imaging. Unfortunately, the diversity, scale and location of the required resources can present a dilemma for the scientific worker because of the complexity of the underlying technology. As the scale of the scientific problem under investigation increases so does the nature of the scientist's interaction with the supporting infrastructure. The increased distribution of people and resources within a grid-based environment can make resource sharing and collaborative interaction a critical factor to their success. Unless the technological barriers affecting user accessibility are reduced, there is a danger that the only scientists to benefit will be those with reasonably high levels of computer literacy. This paper examines a number of important human factors of user interaction with the grid and expresses this in the context of the science undertaken by RealityGrid, a project funded by the UK e-Science programme. Critical user interaction issues will also be highlighted by comparing grid computational steering with supervisory control systems for local and remote access to the scientific environment. Finally, implications for future grid developers will be discussed with a particular emphasis on how to improve the scientists' access to what will be an increasingly important resource.

摘要

网格有潜力通过使用紧密耦合的计算和可视化资源来转变协作式科学研究,这些资源可能分布在不同地理位置,以便利用比单个站点所能提供的更大的计算能力。能从网格中受益的科学应用包括可视化、计算科学、环境建模和医学成像。不幸的是,所需资源的多样性、规模和位置可能给科研工作者带来难题,因为底层技术很复杂。随着所研究科学问题规模的增大,科学家与支持性基础设施的交互性质也会发生变化。在基于网格的环境中,人员和资源分布的增加会使资源共享和协作交互成为其成功的关键因素。除非降低影响用户访问的技术障碍,否则就有这样一种风险,即唯一能受益的科学家将是那些具备相当高计算机素养的人。本文研究了用户与网格交互中的一些重要人为因素,并结合由英国电子科学计划资助的RealityGrid项目所开展的科学研究来阐述这些因素。通过将网格计算控制与用于本地和远程访问科学环境的监控系统进行比较,还将突出关键的用户交互问题。最后,将讨论对未来网格开发者的启示,特别强调如何改善科学家对这一将变得日益重要的资源的访问。

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