Data Management Lab

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Computer Science

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Assignment 3: Business Intelligence and Data Warehouses Businesses today are extremely reliant on large amounts of data for making intelligent business decisions. Likewise, the data warehouses are often structured in a manner that optimizes processing large amounts of data. Write a two to three (2-3) page paper in which you: 1. Outline the main differences between the structure of a relational database optimized for online transactions versus a data warehouse optimized for processing and summarizing large amounts of data. 2. Outline the main differences between database requirements for operational data and for decision support data. 3. Describe three (3) examples in which databases could be used to support decision making in a large organizational environment. 4. Describe three (3) examples in which data warehouses and data mining could be used to support data processing and trend analysis in large organizational environment. 5. Use at least three (3) quality resources in this assignment. Note: Wikipedia and similar Websites do not qualify as quality resources. Your assignment must follow these formatting requirements: • • Be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides; citations and references must follow APA or school-specific format. Check with your professor for any additional instructions. Include a cover page containing the title of the assignment, the student’s name, the professor’s name, the course title, and the date. The cover page and the reference page are not included in the required assignment page length. The specific course learning outcomes associated with this assignment are: • • • • Describe the role of databases and database management systems in managing organizational data and information. Distinguish the role of databases and database management systems in the context of enterprise systems. Use technology and information resources to research issues in database systems. Write clearly and concisely about relational database management systems using proper writing mechanics and technical style conventions.
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Running head: BUSINESS INTELLIGENCE AND DATA WAREHOUSES

BUSINESS INTELLIGENCE AND DATA WAREHOUSES
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BUSINESS INTELLIGENCE AND DATA WAREHOUSES

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The two data systems are based on the same technology and support in the fact that both
are data collections whose functions are based on a data model, keys, indexes, and views. Their
main aim is to create and support business intelligence. In spite the numerous similarities, the two
systems differ in the following criteria as discussed below (MATEI, 2007).
Data organization. The online transactions processing (OLTP) database structure is made
up of joints and complex tables to normalize data to ensure no data duplication in the system. On
the contrary, the structure of the warehouse is made up of simple very simple structure and fewer
tables to facilitate easier analysis and reporting.
Optimization. The ...


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