Designing Data-Intensive Applications
Data Science
Book Details
Book Title
Designing Data-Intensive Applications
Author
Kleppmann, Martin
Publisher
O'Reilly Media
Publication Date
2018
ISBN
9781449373320
Number of Pages
613
Language
English
Format
File Size
23MB
Subject
Python
Table of Contents
- Copyright
- Table of Contents
- Preface
- Part I. Foundations of Data Systems
- Chapter 1. Reliable, Scalable, and Maintainable Applications
- Chapter 2. Data Models and Query Languages
- Chapter 3. Storage and Retrieval
- Chapter 4. Encoding and Evolution
- Part II. Distributed Data
- Chapter 5. Replication
- Chapter 6. Partitioning
- Chapter 7. Transactions
- Chapter 8. The Trouble with Distributed Systems
- Chapter 9. Consistency and Consensus
- Part III. Derived Data
- Chapter 10. Batch Processing
- Chapter 11. Stream Processing
- Chapter 12. The Future of Data Systems
- Glossary
- Index
- About the Author
- Colophon