Journal article
The anatomy of big data computing
R Kune, PK Konugurthi, A Agarwal, RR Chillarige, R Buyya
Software Practice and Experience | WILEY | Published : 2016
DOI: 10.1002/spe.2374
Abstract
Advances in information technology and its widespread growth in several areas of business, engineering, medical, and scientific studies are resulting in information/data explosion. Knowledge discovery and decision-making from such rapidly growing voluminous data are a challenging task in terms of data organization and processing, which is an emerging trend known as big data computing, a new paradigm that combines large-scale compute, new data-intensive techniques, and mathematical models to build data analytics. Big data computing demands a huge storage and computing for data curation and processing that could be delivered from on-premise or clouds infrastructures. This paper discusses the e..
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Funding Acknowledgements
We thank Rodrigo Calheiros, Nikolay Grozev, Amir Vahid, and Harshit Gupta for their comments and suggestions on improving the quality of the paper. This work is partially supported by the Future Fellowship project of the Australian Research Council and Melbourne-Chindia Cloud Computing (MC3) Research Network.