Concentric layout, a new scientific data layout for matrix data-set in Hadoop file system

Abstract

Due to the explosive growth in the size of scientific data sets, data-intensive computing and analyzing are an emerging trend in computational science. In these applications, data pre-processing is widely adopted because it can optimize the data layout or format beforehand to facilitate the future data access. On the other hand, current research shows an… (More)
DOI: 10.1080/17445760.2012.720982

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Cite this paper

@article{Wang2013ConcentricLA, title={Concentric layout, a new scientific data layout for matrix data-set in Hadoop file system}, author={Jun Wang and Lu Cheng and Lizhe Wang}, journal={IJPEDS}, year={2013}, volume={28}, pages={407-433} }