Big Data: Concepts, Warehousing, and Analytics

ISBN-13: 9788770221849 / Angielski / Twarda / 2020 / 312 str.

Maribel Yasmina Santos; Carlos Costa

Opis

This book addresses models and methods for designing and implementing Big Data Systems to support mixed and complex decision processes, giving special attention to BDWs as a way of efficiently storing and processing batch or streaming data for structured or semi-structured analytical problems.

Spis treści

• The Authors
• Acknowledgments
• Foreword
• Notation
• 1. Introduction
• 2. Big Data Concepts, Techniques and Technologies
• 3. OLTP-oriented Databases for Big Data Environments
• 4. LAP-oriented Databases for Big Data Environments
• 5. Design and Implementation of Big Data Warehouses
• 6. Big Data Warehouses Modelling: From Theory to Practice
• 7. Fuelling Analytical Objects in Big Data Warehouses
• 8. Evaluating the Performance of Big Data Warehouses
• 9. Big Data Warehousing in Smart Cities
• 10. Conclusion
• References
• Index

O autorze

Maribel Yasmina Santos, Carlos Costa