Fekete, David: The Goal-oriented Business Intelligence Architectures Method : A Process-based Approach to Combine Traditional and Novel Analytical Technologies. 2020
Inhalt
- Geleitwort
- Acknowledgements
- Contents
- Introduction
- Background
- Traditional Business Intelligence
- Big Data Technologies
- Big Data Phenomenon and Characteristics
- NoSQL Data Stores
- Hadoop Distributed File System (HDFS)
- MapReduce
- Hadoop Ecosystem
- Stream Processing
- Advancements to Traditional Technologies
- Big Data Analytics
- Process Modeling
- Requirements Engineering
- Multi-Perspective Architecture Analysis
- Analytical Architectures in Research and Practice
- Architectures Background
- Big Data Value Chains
- Data Warehouse Architecture Advancements
- Big Data Reference Architectures
- Big Data Reference Architecture by Pääkkönen and Pakkala
- NIST Big Data Reference Architecture
- Big Data Solution Reference Architecture by Geerdink
- Oracle Big Data Platform
- Lambda Architecture by Marz and Warren
- SOLID Architecture by Martínez-Prieto etal.
- Analysis
- Big Data Architectures in Practice
- Selection Criteria for Analytical Architectures
- Solution Artifact Requirements
- Goal-oriented Business Intelligence Architectures (GOBIA) Method
- Evaluation
- Evaluation Method
- Selected Case Applications
- Stream Analytics: Hospital Asset Management
- Advanced Analytics: Housing Price Prediction
- Big Data Analytics: Plagiarism Checking
- Evaluation Results Discussion
- Discussion
- Conclusion
- Bibliography
- List of Web Pages
- List of Abbreviations
- Architecture Literature Search Details
- Supplementary GOBIA Models
- GOBIA Tool Repository