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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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Podrobná bibliografie
Vydáno v:Proceedings VLDB Endowment
Hlavní autoři: Bhattacherjee, Souvik, Chavan, Amit, Huang, Silu, Deshpande, Amol, Parameswaran, Aditya
Médium: Artigo
Jazyk:Inglês
Vydáno: 2015
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5526644/
https://ncbi.nlm.nih.gov/pubmed/28752014
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.14778/2824032.2824035
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