PopperCI: Automated reproducibility validation

PopperCI: Automated reproducibility validation
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PopperCI:自动再现性验证

DOI:
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发表时间:
2017
期刊:
Conference on Computer Communications Workshops
影响因子:
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通讯作者:
R. Ricci
R. Ricci
中科院分区:
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文献类型:
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作者:
I. Jimenez;Andrea C. Arpaci;Remzi H. Arpaci;J. Lofstead;C. Maltzahn;K. Mohror;R. Ricci

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本文介绍了PopperCI,这是一项托管在加州大学圣克鲁斯分校的持续集成(CI)服务,允许研究人员自动执行和验证实验的端到端。PopperCI假设实验遵循Popper,这是一种按照最近提出的DevOps方法实现实验和撰写文章的约定。PopperCI以完全自动化的方式在公共、私有或政府资助的云基础设施上进行试验。我们描述了PopperCI如何执行实验,并提供了一个用例来说明该服务的有用性。
This paper introduces PopperCI, a continous integration (CI) service hosted at UC Santa Cruz that allows researchers to automate the end-to-end execution and validation of experiments. PopperCI assumes that experiments follow Popper, a convention for implementing experiments and writing articles following a DevOps approach that has been proposed recently. PopperCI runs experiments on public, private or government-fundend cloud infrastructures in a fully automated way. We describe how PopperCI executes experiments and present a use case that illustrates the usefulness of the service.