Book description
Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream or batch processors, and message brokers. What are the right choices for your application? How do you make sense of all these buzzwords?
In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications.
- Peer under the hood of the systems you already use, and learn how to use and operate them more effectively
- Make informed decisions by identifying the strengths and weaknesses of different tools
- Navigate the trade-offs around consistency, scalability, fault tolerance, and complexity
- Understand the distributed systems research upon which modern databases are built
- Peek behind the scenes of major online services, and learn from their architectures
Table of contents
- Preface
- I. Foundations of Data Systems
- 1. Reliable, Scalable, and Maintainable Applications
- 2. Data Models and Query Languages
- 3. Storage and Retrieval
- 4. Encoding and Evolution
- II. Distributed Data
- 5. Replication
- 6. Partitioning
- 7. Transactions
- 8. The Trouble with Distributed Systems
- 9. Consistency and Consensus
- III. Derived Data
- 10. Batch Processing
- 11. Stream Processing
- 12. The Future of Data Systems
- Glossary
- Index
Product information
- Title: Designing Data-Intensive Applications
- Author(s):
- Release date: March 2017
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 9781449373320
You might also like
book
Modern Java in Action
Modern Java in Action connects new features of the Java language with their practical applications. Using …
book
AWS Certified Solutions Architect Official Study Guide
Validate your AWS skills. This is your opportunity to take the next step in your career …
book
Codeless Data Structures and Algorithms : Learn DSA Without Writing a Single Line of Code
In the era of self-taught developers and programmers, essential topics in the industry are frequently learned …
book
Fluent Python
Python’s simplicity lets you become productive quickly, but this often means you aren’t using everything it …