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Big Data Provenance: Challenges, State of the Art and Opportunities

Ability to track provenance is a key feature of scientific workflows to support data lineage and reproducibility. The challenges that are introduced by the volume, variety and velocity of Big Data, also pose related challenges for provenance and quality of Big Data, defined as veracity. The increasi...

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Detalhes bibliográficos
Publicado no:Proc IEEE Int Conf Big Data
Main Authors: Wang, Jianwu, Crawl, Daniel, Purawat, Shweta, Nguyen, Mai, Altintas, Ilkay
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5796788/
https://ncbi.nlm.nih.gov/pubmed/29399671
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/BigData.2015.7364047
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