Tesi etd-03252025-172728 |
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Tipo di tesi
Tesi di laurea magistrale
Autore
VASTA, MARCO
URN
etd-03252025-172728
Titolo
Cloud-Based Data Warehousing: Migration and Reporting with SAP Datasphere and SAP Analytics Cloud
Dipartimento
INFORMATICA
Corso di studi
DATA SCIENCE AND BUSINESS INFORMATICS
Relatori
relatore Prof.ssa Pollacci, Laura
Parole chiave
- Data Warehousing
- ETL
- Migration
- Reporting
Data inizio appello
11/04/2025
Consultabilità
Non consultabile
Data di rilascio
11/04/2095
Riassunto
This thesis was developed during my internship at Iconsulting S.p.A. and focuses on data warehousing, technological migration, and data integration, with a particular emphasis on SAP Datasphere and SAP Analytics Cloud.
The study is based on a real-world project aimed at designing and optimizing an ETL process for data consolidation and business intelligence reporting. It details the transition from graphical ETL tools to SQL-based transformations, analyzing the motivations, challenges, and performance implications of different approaches. Additionally, it explores outlier detection techniques, applying statistical methods to identify anomalies and improve analytical insights.
The study is based on a real-world project aimed at designing and optimizing an ETL process for data consolidation and business intelligence reporting. It details the transition from graphical ETL tools to SQL-based transformations, analyzing the motivations, challenges, and performance implications of different approaches. Additionally, it explores outlier detection techniques, applying statistical methods to identify anomalies and improve analytical insights.
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