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Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff

The relative ease of collaborative data science and analysis has led to a proliferation of many thousands or millions of versions of the same datasets in many scientific and commercial domains, acquired or constructed at various stages of data analysis across many users, and often over long periods...

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Detalles Bibliográficos
Autores principales: Bhattacherjee, Souvik, Chavan, Amit, Huang, Silu, Deshpande, Amol, Parameswaran, Aditya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5526644/
https://www.ncbi.nlm.nih.gov/pubmed/28752014
http://dx.doi.org/10.14778/2824032.2824035