计算网格的误差范围:理论与实践

D. Thain, M. Livny
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引用次数: 46

摘要

误差传播是网格计算中的一个核心问题。我们在向Condor计算网格添加Java特性时重新学习了这一点。我们对系统的最初体验是消极的,因为系统可能会出现大量失败的新方法。为了解释这个问题,我们发展了一个误差传播理论。我们理论的核心是错误范围的概念,它被定义为系统中使其失效的部分。有了这个理论,我们认识到扩展后的系统没有适当地考虑它所发现的错误的范围。我们根据我们的理论对系统进行了修改,并成功地使其成为一个更健壮的分布式计算平台。
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Error scope on a computational grid: theory and practice
Error propagation is a central problem in grid computing. We re-learned this while adding a Java feature to the Condor computational grid. Our initial experience with the system was negative, due to the large number of new ways in which the system could fail. To reason about this problem, we developed a theory of error propagation. Central to our theory is the concept of an error's scope, defined as the portion of a system that it invalidates. With this theory in hand, we recognized that the expanded system did not properly consider the scope of errors it discovered. We modified the system according to our theory, and succeeded in making it a more robust platform for distributed computing.
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