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Enabling Big Geoscience Data Analytics with a Cloud-Based, MapReduce-Enabled and Service-Oriented Workflow Framework

Geoscience observations and model simulations are generating vast amounts of multi-dimensional data. Effectively analyzing these data are essential for geoscience studies. However, the tasks are challenging for geoscientists because processing the massive amount of data is both computing and data in...

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Bibliographische Detailangaben
Veröffentlicht in:PLoS One
Hauptverfasser: Li, Zhenlong, Yang, Chaowei, Jin, Baoxuan, Yu, Manzhu, Liu, Kai, Sun, Min, Zhan, Matthew
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2015
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4351198/
https://ncbi.nlm.nih.gov/pubmed/25742012
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0116781
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