Article | REF: H6040 V1

Introduction to Big Data - Megadata opportunities, storage and analysis

Authors: Bernard ESPINASSE, Patrice BELLOT

Publication date: February 10, 2017

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1. Characterizing megadata

This section presents a characterization of megadata, notably through the popular "3V" model extended to the "5V". A distinction is then made between the paradigms of business intelligence and megadata.

1.1 3V model extended to 5V

The characterization of this megadata or Big Data is generally based on 3 "Vs": Volume, Variety and Velocity, to which are added other complementary "Vs", such as Value and Veracity/Validity.

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1.1.1 Volume

The "volume" aspect is certainly best...

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Bibliography

(1) - AGRAWAL (D.), DAS (S.), EL ABBADI (A.) - Big data and cloud computing : current state and future opportunities. - In Proceedings of the 14th International Conference on Extending Database Technology (pp. 530-533). ACM (2011).
(2) - BLEI (D.) - Probabilistic...

Conferences

ICDM – International conference on Data Mining

http://Icdm2016.eurecat.org

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