Home
World Journal of Advanced Research and Reviews
International Journal with High Impact Factor for fast publication of Research and Review articles

Main navigation

  • Home
    • Journal Information
    • Editorial Board Members
    • Reviewer Panel
    • Abstracting and Indexing
    • Journal Policies
    • Our CrossMark Policy
    • Publication Ethics
    • Issue in Progress
    • Current Issue
    • Past Issues
    • Instructions for Authors
    • Article processing fee
    • Track Manuscript Status
    • Get Publication Certificate
    • Join Editorial Board
    • Join Reviewer Panel
  • Contact us
  • Downloads

eISSN: 2581-9615 || CODEN: WJARAI || Impact Factor 8.2 ||  CrossRef DOI

Research and review articles are invited for publication in April 2026 (Volume 30, Issue 1) Submit manuscript

The evolution of ETL architecture: From traditional data warehousing to real-time data integration

Breadcrumb

  • Home
  • The evolution of ETL architecture: From traditional data warehousing to real-time data integration

Nishanth Reddy Mandala *

Independent Researcher, USA.
 
Review Article
World Journal of Advanced Research and Reviews, 2019, 01(03), 073-084
Article DOI: 10.30574/wjarr.2019.1.3.0033
DOI url: https://doi.org/10.30574/wjarr.2019.1.3.0033
Received on 09 March 2019; revised on 23 April 2019; accepted on 26 April 2019
This paper explores the evolution of Extract, Transform, Load (ETL) architectures, tracing the shift from traditional, batch-oriented ETL processes in data warehousing to realtime data integration frameworks. ETL has been a fundamental component in enabling data warehousing and business intelligence for several decades. However, the demand for faster insights and real-time decision-making has driven ETL towards real-time data integration solutions. This paper discusses traditional ETL methods, examines the changes leading to real-time ETL, and explores architectural patterns and challenges associated with each paradigm.
ETL; Data Warehousing; Real-Time Integration; Data Transformation; Business Intelligence
https://wjarr.com/sites/default/files/fulltext_pdf/WJARR-2019-0033.pdf

Preview Article PDF

Nishanth Reddy Mandala. The evolution of ETL architecture: From traditional data warehousing to real-time data integration. World Journal of Advanced Research and Reviews, 2019, 1(3), 073-084. Article DOI: https://doi.org/10.30574/wjarr.2019.1.3.0033

Copyright © Author(s). All rights reserved. This article is published under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, as long as appropriate credit is given to the original author(s) and source, a link to the license is provided, and any changes made are indicated.

All statements, opinions, and data contained in this publication are solely those of the individual author(s) and contributor(s). The journal, editors, reviewers, and publisher disclaim any responsibility or liability for the content, including accuracy, completeness, or any consequences arising from its use.

Get Certificates

Get Publication Certificate

Download LoA

Check Corssref DOI details

Issue details

Issue Cover Page

Editorial Board

Table of content

Copyright © 2026 World Journal of Advanced Research and Reviews - All rights reserved

Developed & Designed by VS Infosolution