在测试台上利用笔记本:Grid’5000案例

Luke Bertot, L. Nussbaum
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引用次数: 1

摘要

计算机科学试验台通常需要广泛的实验自动化才能有效地使用。Jupyter笔记本可以以易于阅读,易于执行的格式包含科学推理,实验编排和实验结果。然而,测试平台需要提供一定程度的支持,以促进笔记本在其平台上的使用。此外,这种格式可以用于驾驶实验,不同的用途在支持方面有不同的要求。本文通过对Grid’5000试验台用户的反馈和对其他类似试验台的调查,分析了笔记本电脑在计算机科学试验台上的不同用途。然后,我们介绍了在Grid’5000上的Jupyter的技术实现,以支持这些用途。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Leveraging Notebooks on Testbeds: the Grid’5000 Case
Computer science testbeds often require extensive experiment automation to be used efficiently. Jupyter notebooks can contain the scientific reasoning, experiment orchestration, and experiment results in an easy to read, easy to execute format. However some level of support is required from the testbeds to facilitate notebook use on their platforms. Additionally this format can be used for more than driving experiments, and different uses have different requirements in terms of support.In this paper we present an analysis of different notebook uses to be expected on computer science testbeds, as found through the feedback of users of the Grid’5000 testbed and a survey of other similar testbeds. Then we present the technical implementation of Jupyter on the Grid’5000 to support those uses.
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