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Reactive Messaging Patterns with the Actor Model: Applications and Integration in Scala and Akka, by Vaughn Vernon
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USE THE ACTOR MODEL TO BUILD SIMPLER SYSTEMS WITH BETTER PERFORMANCE AND SCALABILITY
Enterprise software development has been much more difficult and failure-prone than it needs to be. Now, veteran software engineer and author Vaughn Vernon offers an easier and more rewarding method to succeeding with Actor model. Reactive Messaging Patterns with the Actor Model shows how the reactive enterprise approach, Actor model, Scala, and Akka can help you overcome previous limits of performance and scalability, and skillfully address even the most challenging non-functional requirements.
Reflecting his own cutting-edge work, Vernon shows architects and developers how to translate the longtime promises of Actor model into practical reality. First, he introduces the tenets of reactive software, and shows how the message-driven Actor model addresses all of them–making it possible to build systems that are more responsive, resilient, and elastic. Next, he presents a practical Scala bootstrap tutorial, a thorough introduction to Akka and Akka Cluster, and a full chapter on maximizing performance and scalability with Scala and Akka.
Building on this foundation, you’ll learn to apply enterprise application and integration patterns to establish message channels and endpoints; efficiently construct, route, and transform messages; and build robust systems that are simpler and far more successful.
Coverage Includes
- How reactive architecture replaces complexity with simplicity throughout the core, middle, and edges
- The characteristics of actors and actor systems, and how Akka makes them more powerful
- Building systems that perform at scale on one or many computing nodes
- Establishing channel mechanisms, and choosing appropriate channels for each application and integration challenge
- Constructing messages to clearly convey a sender’s intent in communicating with a receiver
- Implementing a Process Manager for your Domain-Driven Designs
- Decoupling a message’s source and destination, and integrating appropriate business logic into its router
- Understanding the transformations a message may experience in applications and integrations
- Implementing persistent actors using Event Sourcing and reactive views using CQRS
Find unique online training on Domain-Driven Design, Scala, Akka, and other software craftsmanship topics using the for{comprehension} website at forcomprehension.com.
- Sales Rank: #253840 in Books
- Published on: 2015-08-17
- Original language: English
- Number of items: 1
- Dimensions: 9.20" h x 1.20" w x 7.10" l, .0 pounds
- Binding: Hardcover
- 480 pages
About the Author
Vaughn Vernon is a veteran software craftsman and thought leader in simplifying software design and implementation. The author of the best-selling Implementing Domain-Driven Design (Addison-Wesley, 2013), he has taught his IDDD Workshop to hundreds of software developers worldwide, consults, and speaks frequently at industry conferences. Vaughn’s interests include distributed computing, messaging, and Actor model. He first used Akka in 2012 on a GIS system and has specialized in applying Actor model with Domain-Driven Design ever since. He discusses his latest work at VaughnVernon.co and on Twitter at @VaughnVernon.
Most helpful customer reviews
8 of 10 people found the following review helpful.
A reference book for Actor model
By Jan Stenberg
I thought of Vaughn’s last book Implementing Domain-Driven Design as a highly recommended or mandatory book for every professional developer with a basic knowledge of DDD so it was with high expectations that I read his new book.
In his new book Vaughn claims that Enterprise software development is hard because of all the frameworks, patterns, software layers, messaging systems, application servers and databases needed. He also claims that what we are really trying to achieve in an application is to submit commands expressing the user’s intent to a domain model and to store the domain events created as a result of the commands and this is what the Actor model can help us with. Vaughn calls this the simplicity stack in contrast to the accidental complexity at play in the traditional model.
I think Vaughn’s new book is a great introduction to the Actor model with the tenets of reactive software. It has helped me grasp the basic ideas as well as practical aspects of implementation through all the patterns I recognize from the Enterprise Integration Patterns book.
I agree with Vaughn that Actor model is a way of simplifying enterprise software development making things smaller, more independent and easier to grasp, similar to other trends today, e.g. CQRS and Microservices.
I think this book will be the reference book for Actor model in the same way as Eric Evan’s DDD book together with Vaughn’s Implementing DDD has become the reference literature when it comes to Domain-Driven Design.
5 of 6 people found the following review helpful.
Design patterns for scalable, concurrent systems in Scala
By Daniel Sullivan
Designing highly concurrent systems is never easy but some programming languages introduce more constraints than others. Python, for example, uses a global interpreter lock to prevent multiple threads from executing at once. This tends to lead to poor utilization of multicore processors.
Reactive Messaging Patters with the Actor Model describes in detail how to use actors, which are independent functional agents, to design concurrent software in Scala using the Akka, a toolkit for message passing systems built on JVMs.
The book introduces the actor model, Scala and Akka in the first couple of chapters followed by a chapter on performance considerations. The bulk of the book is dedicated to design patterns including: messaging, routing, and endpoints. There is also a chapter on infrastructure and system management.
The book covers key concepts of concurrent programming such as sharing nothing and designing for resilience. It's easy to claim your favorite programming language or design pattern in best but Vernon shares and example of the WhitePages service switching from Perl and Ruby applications that required 80+ servers to process 400 queries per second to a Scala and Akka implementation that reduced the number of needed servers to 5.
I find this book an excellent resource for concurrent design patterns. I am new to Scala so I also keep Scala for the Impatient nearby
but Vernon's book stands on its own as an introduction to the actor model.
2 of 2 people found the following review helpful.
This is by far the best resource for message-driven applications that I have ever read
By Daniel Meas
This is by far the best resource for message-driven applications that I have ever read.
The author lays out design patterns in a concise, succinct, and organized way. The author provides code-samples alongside every design pattern, making the the implementation easy to understand while also teaching the theory. This book has helped me to gain a comprehensive understanding of the design and architecture for message-driven distributed applications. My skill as an Akka developer has grown considerably while reading this book, I am designing micro-services as a set of patterns much more than before. When I read other peoples code I find it much easier to identify the patterns that they are writing in.
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