Science Capsule: Towards Sharing and Reproducibility of Scientific Workflows

2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS)(2021)

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摘要
Workflows are increasingly processing large volumes of data from scientific instruments, experiments and sensors. These workflows often consist of complex data processing and analysis steps that might include a diverse ecosystem of tools and also often involve human-in-the-loop steps. Sharing and reproducing these workflows with collaborators and the larger community is critical but hard to do wit...
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关键词
Data analysis,Instruments,Ecosystems,Real-time systems,Reproducibility of results,Heterogeneous networks,Sensors
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