Thesis etd-06172023-172100 |
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Thesis type
Tesi di laurea magistrale
Author
MARIANO, LUCA
URN
etd-06172023-172100
Thesis title
Design and development of a Data Product for sales performance evaluation in a Data Mesh architecture
Department
INFORMATICA
Course of study
DATA SCIENCE AND BUSINESS INFORMATICS
Supervisors
relatore Bruni, Roberto
Keywords
- cloud architecture
- data mesh
- data product
- ETL
- replatforming
Graduation session start date
21/07/2023
Availability
Withheld
Release date
21/07/2093
Summary
In recent years, the concept of Data Mesh has emerged as a new approach to decentralized data architecture. In the context of a global group managing several brands, implementing Data Mesh could help improve the management and utilization of sales data generated by various channels and locations worldwide.
This work aims to present the entire process of modeling and developing the sales data product from a technical perspective, while also considering the functional aspect related to the specific type of business. After providing an overview of the studied company, its used technologies, and the working methodology involved, we will proceed to analyze the initial situation (AS-IS). Then, after an initial gathering of requirements, we will move on the modeling phase of the new product.
The core part will concern the development on the new platform and the presentation of some case studies to show in detail a smaller but substantial part of what was done on a larger scale.
The final section will be dedicated to assessing the advantages derived from the implementation and possible future improvements.
This work aims to present the entire process of modeling and developing the sales data product from a technical perspective, while also considering the functional aspect related to the specific type of business. After providing an overview of the studied company, its used technologies, and the working methodology involved, we will proceed to analyze the initial situation (AS-IS). Then, after an initial gathering of requirements, we will move on the modeling phase of the new product.
The core part will concern the development on the new platform and the presentation of some case studies to show in detail a smaller but substantial part of what was done on a larger scale.
The final section will be dedicated to assessing the advantages derived from the implementation and possible future improvements.
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