Computer Science Database Modeling and Normalization Essay

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Week 4 Discussion 1 "Optimizing Database Design" Please respond to the following: • Many legacy systems require normalization. Identify at least two factors that should be considered in order to produce an optimal normalized set of tables when performing normalization. Include in your discussion a detailed example on how each factor would eliminate data redundancy. • Optimal database design recognizes proper organization of table structures and relationships. Suggest at least two methods that can be used to improve the design of a database system. **************************************************************************** Assignment 4: Database Modeling and Normalization Worth 120 points Imagine that you work for a consulting firm that offers information technology and database services. Part of its core services is to optimize and offer streamline solutions for efficiency. In this scenario, your firm has been awarded a contract to implement a new personnel system for a government agency. This government agency has requested an optimized data repository for its system which will enable the management staff to perform essential human resources (HR) duties along with the capability to produce ad hoc reporting features for various departments. They look forward to holding data that will allow them to perform HR core functions such as hiring, promotions, policy enforcement, benefits management, and training. Using this scenario, write a three to four (3-4) page paper in which you: 1. Determine the steps in the development of an effective Entity Relationship Model (ERM) Diagram and determine the possible iterative steps / factors that one must consider in this process with consideration of the HR core functions and responsibilities of the client. 2. Analyze the risks that can occur if any of the developmental or iterative steps of creating an ERM Diagram are not performed. 3. Select and rank at least five (5) entities that would be required for the development of the data repositories. 4. Specify the components that would be required to hold time-variant data for policy enforcement and training management. 5. Diagram a possible 1:M solution that will hold salary history data, job history, and training history for each employee through the use of graphical tools. Note: The graphically depicted solution is not included in the required page length. 6. Plan each step of the normalization process to ensure the 3NF level of normalization using the selected five (5) entities of the personnel database solution. Document each step of the process and justify your assumptions in the process. 7. Diagram at least five (5) possible entities that will be required to sustain a personnel solution. The diagram should include the following: 1. Dependency diagrams 2. Multivalued dependencies Note: The graphically depicted solution is not included in the required page length. 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. • Include charts or diagrams created in a drawing tool with which you are familiar. The completed diagrams / charts must be imported into the Word document before the paper is submitted. The specific course learning outcomes associated with this assignment are: • Recognize the historical development of database management systems and logical data models. • Explain the fundamentals of how data is physically stored and accessed. • Compose conceptual data modeling techniques that capture information requirements. • Use technology and information resources to research issues in the strategic implications and management of database systems. • Write clearly and concisely about topics related to the strategic planning for database systems using proper writing mechanics and technical style conventions.
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Database Modeling and Normalization outline
A. Introduction
B. Determine the steps in the development of an effective ERD
i.

Meeting with the stakeholder

ii.

Meeting with the managers

iii.

With the information from the key stakeholders and the managers, it is possible to
design initial ERDs and models

iv.

Audits of time-variant data

C. Analyze the risks
i.

At times, the applications used may resolve the unintended event leaving the
intended events and hence risking the firm's data.

ii.

The data architect and the end-user of the data may have widely different ideas
about its usefulness

D. Select and rank entities
E. Specify the components that would be required to hold time-variant data
F. Diagram a possible 1: M solution
i.

Diagram

G. Plan each step of the normalization process to ensure the 3NF level of normalization
i.

Normalization to 3NF

H. Diagram at least five (5) possible entities that will be required to sustain a personnel
solution.
i.

Diagrams

I. Conclusion

J. References


Running head: DATABASE MODELING AND NORMALIZATION

Database Modeling and Normalization

Student’s Name
Institutional Affiliation
Date

1

DATABASE MODELING AND NORMALIZATION

2

Introduction
Data normalization is defined as the process of iteration that builds its steps from the
previous ones through the finding of activity requirements and end-user interviews. All databases
are passed through the normalization process during their preparation. Database modelling makes
part of database normalization. It makes it easier to digest the material with the application of
visual models (Hayes, Das, Odom, & Natarajan, 2017). This paper discusses an optimized database
enabling a management staff to carry out the duties of human resource following their abilities to
report the features regarding different departments.
Determine the steps in the development of an effective Entity-Relationship Model
(ERM) Diagram and determine...


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