一个有效的基于Git和组织模式的可重复研究工作流

Luka Stanisic, Arnaud Legrand, Vincent Danjean
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引用次数: 32

摘要

在本文中,我们解决了开发一个轻量级和有效的工作流程的问题,以一种可重复的方式进行现代并行计算机系统的实验研究。我们的方法建立在两个著名的工具(Git和Org-mode)之上,并能够解决,至少部分地,诸如运行实验,来源跟踪,实验设置重建或可复制分析等问题。我们已经使用这种方法两年了,它使我们最近发表了一篇完全可重复的文章[12]。为了充分证明我们的建议的有效性,我们打开了我们两年的实验笔记本,并附上了所有的实验数据。这个笔记本和底层的Git版本控制系统能够更好地说明和理解我们使用的工作流。
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An Effective Git And Org-Mode Based Workflow For Reproducible Research
In this paper we address the question of developing a lightweight and effective workflow for conducting experimental research on modern parallel computer systems in a reproducible way. Our approach builds on two well-known tools (Git and Org-mode) and enables to address, at least partially, issues such as running experiments, provenance tracking, experimental setup reconstruction or replicable analysis. We have been using such a methodology for two years now and it enabled us to recently publish a fully reproducible article [12]. To fully demonstrate the effectiveness of our proposal, we have opened our two year laboratory notebook with all the attached experimental data. This notebook and the underlying Git revision control system enable to illustrate and to better understand the workflow we used.
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