Overview
- Teaches you to design software that never destroys information
- Shows you how to scale beyond the data center, while honoring the limitations of distributed systems
- Presents material based on mathematics, and tested over several enterprise projects
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About this book
Most software components focus on the state of objects. They store the current state of a row in a relational database. They track changes to state over time, making several basic assumptions: there is a single latest version of each object, the state of an object changes sequentially, and a system of record exists.
This is a challenge when it comes to building distributed systems. Whether dealing with autonomous microservices or disconnected mobile apps, many of the problems we try to solve come down to synchronizing an ever-changing state between isolated components. Distributed systems would be a lot easier to build if objects could not change.
After reading The Art of Immutable Architecture, you will come away with an understanding of the benefits of using immutable objects in your own distributed systems. You will learn a set of rules for identifying and exchanging immutable objects, and see a collection of useful theorems that emerges and ensures that the distributed systems you build are eventually consistent. Using patterns, you will find where the truth converges, see how changes are associative, rather than sequential, and come to feel comfortable understanding that there is no longer a single source of truth. Practical hands-on examples reinforce how to build software using the described patterns, techniques, and tools. By the end of the book, you will possess the language and resources needed to analyze and construct distributed systems with confidence.
The assumptions of the past were sufficient for building single-user, single-computer systems. But aswe expand to multiple devices, shared experiences, and cloud computing, they work against us. It is time for a new set of assumptions. Start with immutable objects, and build better distributed systems.
What You Will Learn
- Evaluate a distributed system from the perspective of immutable objects
- Recognize the problems in existing designs, and make small modifications to correct them
- Start a new system from scratch, applying patterns
- Apply the principles of immutable architecture to your tools, including SQL databases, message queues, and the network protocols that you already use
- Discover new tools that natively apply these principles
Who This Book Is For
Software architects and senior developers. It contains examples in SQL and languages such as JavaScript and C#. Past experience with distributed computing, data modeling, or business analysis is helpful.
Keywords
- Distributed systems
- immutable architecture
- Data Modeling
- Relational Database Design
- Event sourcing
- CQRS
- Message Driven Architecture
- CRDTs
- Design Patterns
- API Design
- Eventual Consistency
Authors and Affiliations
About the author
Michael L. Perry is Director of Consulting at Improving, where he applies his love of software mathematics to benefit his clients. He has built upon the works of mathematicians such as Marc Shapiro, Pat Helland, and Leslie Lamport to develop a mathematical system for software development. He has captured this system in the Jinaga open source project. Michael often presents on math and software at events and online. You can find out more at michaelperry.net.
Bibliographic Information
Book Title: The Art of Immutable Architecture
Book Subtitle: Theory and Practice of Data Management in Distributed Systems
Authors: Michael L. Perry
Publisher: Apress Berkeley, CA
eBook Packages: Professional and Applied Computing, Apress Access Books, Professional and Applied Computing (R0)
Copyright Information: Michael L. Perry 2024
Softcover ISBN: 979-8-8688-0287-4Due: 15 June 2024
eBook ISBN: 979-8-8688-0288-1Due: 15 June 2024
Edition Number: 2
Number of Pages: XXVII, 513
Number of Illustrations: 203 b/w illustrations