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This review aims to provide a comprehensive understanding of Big Data architecture and its evolving concepts. It will delve into each concept from two perspectives: the IT/technical aspect and the functional dimension, which is consist of non-IT fields in our daily life like Health, Energy or Environment. Due to article limitation, this initial review will concentrate on two crucial steps: Data Sources and Data Storage, examining emerging concepts like NoSQL, NewSQL, Polyglot persistence and Data Lakes.

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An In-Depth Technical and Functional Review of Emerging Concepts in the Big Data Ecosystem

  • 会议论文

  • 发表日期：

    2025年

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  • Zakaria Jouilil,
  • Nour-eddine El Faddouli

摘要

This review aims to provide a comprehensive understanding of Big Data architecture and its evolving concepts. It will delve into each concept from two perspectives: the IT/technical aspect and the functional dimension, which is consist of non-IT fields in our daily life like Health, Energy or Environment. Due to article limitation, this initial review will concentrate on two crucial steps: Data Sources and Data Storage, examining emerging concepts like NoSQL, NewSQL, Polyglot persistence and Data Lakes.