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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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Bibliografiska uppgifter
I publikationen:Proc IEEE Int Conf Big Data
Huvudupphovsmän: Wang, Jianwu, Crawl, Daniel, Purawat, Shweta, Nguyen, Mai, Altintas, Ilkay
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2015
Ämnen:
Länkar: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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