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Big data : principles and best practices of scalable realtime data systems.

By: Warren, JamesContributor(s): Marz, NathanMaterial type: TextTextPublisher: New York : Manning Publications Co. LLC, 2015Copyright date: �2015Description: 1 online resource (268 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9781638351108Additional physical formats: Print version:: Big DataOnline access: Click to View
Contents:
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.
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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.

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Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2021. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.

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