EasyScienceGateway: A new framework for providing reproducible user environments on science gateways

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE(2024)

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摘要
Science gateways have become a core part of the cyberinfrastructure ecosystem by increasing access to computational resources and providing community platforms for sharing and publishing education and research materials. While science gateways represent a promising solution for computational reproducibility, common methods for providing users with their user environments on gateways present challenges which are difficult to overcome. This article presents EasyScienceGateway: a new framework for providing user environments on science gateways to resolve these challenges, provides the technical details on implementing the framework on a science gateway based on Jupyter Notebook, and discusses our experience applying the framework to the CyberGIS-Jupyter and CyberGIS-Jupyter for Water gateways.
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关键词
computational reproducibility,cyberGIS,Jupyter,science gateway
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