Dependable computing in virtual laboratories

G. Alonso, Win Bausch, C. Pautasso, A. Kahn, M. Hallett
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引用次数: 20

Abstract

Many scientific disciplines are shifting from in vitro to in silico research as more physical processes and natural phenomena are examined in a computer (in silico) instead of being observed (in vitro). In many of these virtual laboratories, the computations involved are very complex and long lived. Currently, users are required to manually handle almost all aspects of such computations, including their dependability. Not surprisingly, this is a major bottleneck and a significant source of inefficiencies. To address this issue, we have developed BioOpera, an extensible process support management system for virtual laboratories. The authors briefly discuss the architecture and functionality of BioOpera and show how it can be used to efficiently manage long lived computations.
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虚拟实验室的可靠计算
许多科学学科正在从体外研究转向计算机研究,因为更多的物理过程和自然现象是在计算机(计算机)中检测的,而不是在体外观察的。在许多这样的虚拟实验室中,所涉及的计算是非常复杂和长期的。目前,用户需要手动处理此类计算的几乎所有方面,包括其可靠性。毫不奇怪,这是一个主要的瓶颈和低效率的重要来源。为了解决这个问题,我们开发了BioOpera,一个可扩展的虚拟实验室过程支持管理系统。作者简要地讨论了BioOpera的架构和功能,并展示了如何使用它来有效地管理长期计算。
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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