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A Distributed Look-up Architecture for Text Mining Applications using MapReduce

Text mining applications typically involve statistical models that require accessing and updating model parameters in an iterative fashion. With the growing size of the data, such models become extremely parameter rich, and naive parallel implementations fail to address the scalability problem of ma...

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Detalhes bibliográficos
Main Authors: Balkir, Atilla Soner, Foster, Ian, Rzhetsky, Andrey
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4209700/
https://ncbi.nlm.nih.gov/pubmed/25356441
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/1996130.1996174
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