The Art of Immutable Architecture: Theory and Practice of Data Management in Distributed Systems
Autor Michael L. Perryen Limba Engleză Paperback – 29 mai 2024
This book teaches you how to evaluate a distributed system from the perspective of immutable objects. You will understand the problems in existing designs, know how to make small modifications to correct those problems, and learn to apply the principles of immutable architecture to your tools.
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.
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.
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Specificații
ISBN-13: 9798868802874
Pagini: 480
Ilustrații: XXVI, 480 p. 203 illus.
Dimensiuni: 178 x 254 mm
Greutate: 0.87 kg
Ediția:Second Edition
Editura: Apress
Colecția Apress
Locul publicării:Berkeley, CA, United States
Pagini: 480
Ilustrații: XXVI, 480 p. 203 illus.
Dimensiuni: 178 x 254 mm
Greutate: 0.87 kg
Ediția:Second Edition
Editura: Apress
Colecția Apress
Locul publicării:Berkeley, CA, United States
Cuprins
Part I: Definition.- Chapter 1: Why Immutable Architecture?.- Chapter 2: Forms of Immutable Architecture.- Chapter 3: How to Read an Historical Model.- Part II: Application.- Chapter 4: Analysis.- Chapter 5: Location Independence.- Chapter 6: Immutable Runtimes.- Chapter 7: Structural Patterns.- Chapter 8: State Transitions.- Chapter 9: Security.- Part III: Implementation.- Chapter 10: SQL Databases.- Chapter 11: Communication.- Chapter 12: Feeds.- Chapter13: Inversion.
Notă biografică
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.
Textul de pe ultima copertă
This book teaches you how to evaluate a distributed system from the perspective of immutable objects. You will understand the problems in existing designs, know how to make small modifications to correct those problems, and learn to apply the principles of immutable architecture to your tools.
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 notchange.
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.
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
Caracteristici
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