Exploring the Coming Repositories of Reproducible Experiments: Challenges and Opportunities

Juliana Freire, Philippe Bonnet, Dennis Shasha

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    Abstract

    Computational reproducibility efforts in many communities will
    soon give rise to validated software and data repositories of high
    quality. A scientist in a field may want to query the components
    of such repositories to build new software workflows, perhaps after
    adding the scientist’s own algorithms. This paper explores research
    challenges necessary to achieving this goal.
    OriginalsprogEngelsk
    TidsskriftProceedings of the VLDB Endowment
    Vol/bind4
    Udgave nummer12
    Sider (fra-til)1494-1497
    ISSN2150-8097
    StatusUdgivet - 2011

    Emneord

    • Computational reproducibility
    • Validated software repositories
    • Scientific workflows
    • Research challenges
    • Algorithm integration

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