Big Data vs. Data Warehousing

Authors

  • Mason White  Graduate Student, Regis University, 3333 Regis Blvd, Denver, CO 80221, USA

Keywords:

Big Data, Data Warehousing, Hadoop, Inmon, Big Data vs. Data Warehousing

Abstract

In today's data driven world the terms Big Data and data warehousing get thrown around a lot. Both data warehousing and Big Data are two complex and seemingly similar concepts. However, the two concepts could not be more different. This short paper is meant to compare and contrast Big Data and data warehousing in an attempt to clarify the differences between the two in plain English. Above all else this work will attempt to fill a gap that compares and contrasts what appears to be two similar concepts.

References

  1. Sharda, R., Delen, D., & Turban, E (2014). Business intelligence and analytics: Systems for decision support. Boston, Mass. u.a: Pearson
  2. Inmon, B. (2013, November 7). Big Data implementation vs. data warehousing. Retrieved from http://www.b-eye-network.com/view/17017
  3. El-Sappagh, S. H. A., Hendawi, A. M. A., & El Bastawissy, A. H. (2011). A proposed model for data warehouse ETL processes. Journal of King Saud University-Computer and Information Sciences, 23(2), 91-104.
  4. Jukic, N. (2006). Modeling strategies and alternatives for data warehousing projects. Communications of the ACM, 49(4), 83-88.
  5. Inmon, W. H. 2010. “A tale of two architectures” Retrieved from http://scholar.googleusercontent.com/scholar?q=cache:xb2NbTsepawJ:scholar.google.com/+a+tale+of+two+architectures&hl=en&as_sdt=0,44 Accessed
  6. Kimball, R (1997, August 2). A dimensional modeling manifesto. Retrieved from https://www.kimballgroup.com/1997/08/a-dimensional-modeling-manifesto/
  7. Rahm, E. (2016). Big Data analytics. it-Information Technology, 58(4), 155-156.
  8. Aloysius, A., & Prakash, A. A. (2018). Architecture design for Hadoop No-SQL and Hive. International Journal of Scientific Research in Computer Science, Engineering, and Information Technology, 3(1), 1069-1077
  9. Sultana, A. (2018). Unraveling the Data Structures of Big data, the HDFS Architecture and Importance of Data Replication in HDFS.
  10. Apache Hadoop. Available at http://hadoop.apache.org
  11. Hive-Introduction. Available at https://www.tutorialspoint.com/hive/hive_introduction.htm

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

Downloads

Published

2018-06-30

Issue

Volume 3, Issue 5, May-June-2018

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Mason White, " Big Data vs. Data Warehousing, IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 5, pp.381-383 , May-June-2018.