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Data-driven journey: a data management paradigm-centric review and data mesh capabilities

Author

Listed:
  • Kamel Abdellaoui
  • Mohamed Ali Hadj Taieb
  • Rafik Mahjoubi
  • Mohamed Ben Aouicha

Abstract

Becoming data driven is one of the top strategic objectives of data-rich organisations. Africa must join the wave to capture and unlock the highest value from data. Therefore, this survey analyses the drivers, challenges, and evolution, of existing data management paradigms including data warehouse, data lake and data lakehouse. It reveals the limitations of monolithic approaches to address data at scale and how they led to a paradigm shift toward a more distributed and decentralised data mesh. The paper discusses data mesh capabilities to address the challenges of data availability and accessibility at scale in Africa to enable leapfrog development in its journey to being data driven.

Suggested Citation

  • Kamel Abdellaoui & Mohamed Ali Hadj Taieb & Rafik Mahjoubi & Mohamed Ben Aouicha, 2024. "Data-driven journey: a data management paradigm-centric review and data mesh capabilities," International Journal of Data Mining, Modelling and Management, Inderscience Enterprises Ltd, vol. 16(2), pages 209-243.
    • Handle: RePEc:ids:ijdmmm:v:16:y:2024:i:2:p:209-243
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