论文标题

工作流管理系统指南

A Workflow Management System Guide

论文作者

Schmitt, Caspar, Yu, Boyang, Kuhr, Thomas

论文摘要

一个工作流程描述了分析中的整个处理步骤,例如在许多物理领域中使用。工作流程管理使工作流的各个步骤与其计算要求之间的依赖关系明确,以便可以独立的方式执行整个工作流程。尽管为了透明度,可重复性和数据保存而广泛推荐使用工作流程管理,但在各种各样的可用工作流管理工具中的选择可能是压倒性的。我们比较有关所有相关标准的选定工作流管理工具,并针对不同用例提出建议。

A workflow describes the entirety of processing steps in an analysis, such as employed in many fields of physics. Workflow management makes the dependencies between individual steps of a workflow and their computational requirements explicit, such that entire workflows can be executed in a stand-alone manner. Though the use of workflow management is widely recommended in the interest of transparency, reproducibility and data preservation, choosing among the large variety of available workflow management tools can be overwhelming. We compare selected workflow management tools concerning all relevant criteria and make recommendations for different use cases.

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