Big data : principles and best practices of scalable realtime data systems.
- 1 online resource (268 pages)
Intro -- Copyright -- Brief Table of Contents -- Table of Contents -- Preface -- Acknowledgments -- About this Book -- Chapter 1. A new paradigm for Big Data -- Part 1. Batch layer -- Chapter 2. Data model for Big Data -- Chapter 3. Data model for Big Data: Illustration -- Chapter 4. Data storage on the batch layer -- Chapter 5. Data storage on the batch layer: Illustration -- Chapter 6. Batch layer -- Chapter 7. Batch layer: Illustration -- Chapter 8. An example batch layer: Architecture and algorithms -- Chapter 9. An example batch layer: Implementation -- Part 2. Serving layer -- Chapter 10. Serving layer -- Chapter 11. Serving layer: Illustration -- Part 3. Speed layer -- Chapter 12. Realtime views -- Chapter 13. Realtime views: Illustration -- Chapter 14. Queuing and stream processing -- Chapter 15. Queuing and stream processing: Illustration -- Chapter 16. Micro-batch stream processing -- Chapter 17. Micro-batch stream processing: Illustration -- Chapter 18. Lambda Architecture in depth -- Index -- List of Figures -- List of Tables -- List of Listings.