Big Data vs. Data Warehousing
Keywords:
Big Data, Data Warehousing, Hadoop, Inmon, Big Data vs. Data WarehousingAbstract
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
- Sharda, R., Delen, D., & Turban, E (2014). Business intelligence and analytics: Systems for decision support. Boston, Mass. u.a: Pearson
- Inmon, B. (2013, November 7). Big Data implementation vs. data warehousing. Retrieved from http://www.b-eye-network.com/view/17017
- 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.
- Jukic, N. (2006). Modeling strategies and alternatives for data warehousing projects. Communications of the ACM, 49(4), 83-88.
- 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
- Kimball, R (1997, August 2). A dimensional modeling manifesto. Retrieved from https://www.kimballgroup.com/1997/08/a-dimensional-modeling-manifesto/
- Rahm, E. (2016). Big Data analytics. it-Information Technology, 58(4), 155-156.
- 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
- Sultana, A. (2018). Unraveling the Data Structures of Big data, the HDFS Architecture and Importance of Data Replication in HDFS.
- Apache Hadoop. Available at http://hadoop.apache.org
- Hive-Introduction. Available at https://www.tutorialspoint.com/hive/hive_introduction.htm
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