Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds

2021 IEEE 17th International Conference on eScience (eScience)(2021)

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摘要
Interactive computing notebooks, such as Jupyter notebooks, have become a popular tool for developing and improving data-driven models. Such notebooks tend to be executed either in the user’s own machine or in a cloud environment, having drawbacks and benefits in both approaches. This paper presents a solution developed as a Jupyter extension that automatically selects which cells, as well as in w...
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关键词
Interactive computing notebooks,jupyter notebooks,migration,abstract syntax tree,hybrid clouds
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