A Critical Analysis of the V-model of Big Data

Alaa Alsaig; Vangular Alagar; Olga Ormandjieva; IEEE

doi:10.1109/TrustCom/BigDataSE.2018.00273

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Conference proceeding

A Critical Analysis of the V-model of Big Data

Alaa Alsaig, Vangular Alagar, Olga Ormandjieva and IEEE

2018 17TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (IEEE TRUSTCOM) / 12TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (IEEE BIGDATASE), pp.1809-1813

IEEE Trustcom

01/01/2018

DOI: https://doi.org/10.1109/TrustCom/BigDataSE.2018.00273

Abstract

Computer Science

Computer Science, Information Systems

Computer Science, Theory & Methods

Science & Technology

Technology

In order to provide a solid and stable platform for Big Data (BD) management and application development, a generic model of BD needs to be agreed upon. There is no firm consensus on what defines BD, although a broad spectrum of competing, sometimes conflicting, ideas in terms of "V"s have been put forth. In this paper, we provide an exhaustive survey of the V-model of Big Data (BD) characteristics proposed by several academic and industry researchers, and motivate a formal approach to a selection of independent Vs that can model BD sufficiently well in any application sector.

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Title: A Critical Analysis of the V-model of Big Data
Creators - without role: Alaa Alsaig - Concordia University
Vangular Alagar - Concordia Univ, Comp Sci & Software Engn, Montreal, PQ, Canada
Olga Ormandjieva - Concordia University
IEEE
Publication Details: 2018 17TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (IEEE TRUSTCOM) / 12TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (IEEE BIGDATASE), pp.1809-1813
Series: IEEE Trustcom
Publisher: IEEE
Number of pages: 5
Identifiers: 9933419008331
Academic Unit: University of Jeddah
Language: English
Resource Type: Conference proceeding