Mastering Concurrency Programming with Java 8 - Brossura

Javier Fernández González

Brossura

ISBN 10: 1785886126 ISBN 13: 9781785886126

Casa editrice: Packt Publishing, 2016

Riassunto

Master the principles and techniques of multi-threaded programming with the Java 8 Concurrency API

About This Book

Implement concurrent applications using the Java 8 Concurrency API and its new components

Improve the performance of your applications or process more data at the same time, taking advantage of all of your resources.

Construct real-world examples related to machine learning, data mining, image processing, and client/server environments

Who This Book Is For

If you are a competent Java developer with a good understanding of concurrency but have no knowledge of how to effectively implement concurrent programs or use streams to make processes more efficient, then this book is for you.

What You Will Learn

• Design concurrent applications by converting a sequential algorithm into a concurrent one


• Discover how to avoid all the possible problems you can get in concurrent algorithms


• Use the Executor framework to manage concurrent tasks without creating threads


• Extend and modify Executors to adapt their behavior to your needs


• Implement an exception handling mechanism in the Fork / Join framework


• Process massive data sets with parallel streams and Map/Reduce implementation


• Control data-race conditions using concurrent data structures and synchronization mechanisms


• Test and monitor concurrent applications

In Detail

Concurrency programming allows several large tasks to be divided into smaller sub-tasks, which are further processed as individual tasks that run in parallel. All the sub-tasks are combined together once the required results are achieved; they are then merged to get the final output. The whole process is very complex. This process goes from the design of concurrent algorithms to the testing phase where concurrent applications need extra attention. Java includes a comprehensive API with a lot of ready-to-use components to implement powerful concurrency applications in an easy way, but with a high flexibility to adapt these components to your needs.

The book starts with full description of design principles of concurrent applications and how to parallelize a sequential algorithm. We'll show you how to use all the components of the Java Concurrency API from basics to the most advanced techniques to implement them in powerful concurrency applications in Java.

You will be using real-world examples of complex algorithms related to machine learning, data mining, natural language processing, image processing in client / server environments. Next, you will learn how to use the most important components of the Java 8 Concurrency API: the Executor framework to execute multiple tasks in your applications, the phaser class to implement concurrent tasks divided into phases, and the Fork/Join framework to implement concurrent tasks that can be split into smaller problems (using the divide and conquer technique). Toward the end, we will cover the new inclusions in Java 8 API, the Map and Reduce model, and the Map and Collect model. The book will also teach you about the data structures and synchronization utilities to avoid data-race conditions and other critical problems. Finally, the book ends with a detailed description of the tools and techniques that you can use to test a Java concurrent application.

Su questo libro

Informazioni sull'autore

Ian Wild is an experienced software developer, solutions architect, author, and educator with over 20 years' experience in the field of software design and implementation. Fifteen years working in private industry saw Ian specializing in the design and development of access and learning aids for blind, visually impaired, dyslexic, and dyscalculic computer users, while also working part-time as a tutor and lecturer. Teaching only part-time meant not spending as much time with his students as he would have wished and this, coupled with his background in the development of communication technologies, seeded his long-time interest in e-learning. Ian is also, author of Moodle Course Conversion: Beginner's Guide and Moodle Math. He was also technical reviewer of Science Teaching with Moodle, Moodle Multimedia and Practical XMPP.

Dettagli dell'edizione

• Editore: Packt Publishing
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 1785886126
• ISBN 13: 9781785886126
• Rilegatura: Copertina flessibile
• Numero di pagine: 357
• Contatto del produttore: non disponibile
• Persona responsabile: GPSR Kontakt; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Germania