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Clojure High Performance Programming, Second Edition

Clojure High Performance Programming, Second Edition - Second Edition

By : Kumar
4.4 (5)
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Clojure High Performance Programming, Second Edition

Clojure High Performance Programming, Second Edition

4.4 (5)
By: Kumar

Overview of this book

Clojure treats code as data and has a macro system. It focuses on programming with immutable values and explicit progression-of-time constructs, which are intended to facilitate the development of more robust programs, particularly multithreaded ones. It is built with performance, pragmatism, and simplicity in mind. Like most general purpose languages, various Clojure features have different performance characteristics that one should know in order to write high performance code. This book shows you how to evaluate the performance implications of various Clojure abstractions, discover their underpinnings, and apply the right approach for optimum performance in real-world programs. It starts by helping you classify various use cases and the need for them with respect to performance and analysis of various performance aspects. You will also learn the performance vocabulary that experts use throughout the world and discover various Clojure data structures, abstractions, and their performance characteristics. Further, the book will guide you through enhancing performance by using Java interoperability and JVM-specific features from Clojure. It also highlights the importance of using the right concurrent data structure and Java concurrency abstractions. This book also sheds light on performance metrics for measuring, how to measure, and how to visualize and monitor the collected data. At the end of the book, you will learn to run a performance profiler, identify bottlenecks, tune performance, and refactor code to get a better performance.
Table of Contents (10 chapters)
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9
Index

Chapter 5. Concurrency

Concurrency was one of the chief design goals of Clojure. Considering the concurrent programming model in Java (the comparison with Java is due to it being the predominant language on the JVM), it is not only too low level, but rather tricky to get right that without strictly following the patterns, one is more likely to shoot oneself in the foot. Locks, synchronization, and unguarded mutation are recipes for the concurrency pitfalls, unless exercised with extreme caution. Clojure's design choices deeply influence the way in which the concurrency patterns can be achieved in a safe and functional manner. In this chapter, we will discuss:

  • The low level concurrency support at the hardware and JVM level
  • The concurrency primitives of Clojure—atoms, agents, refs and vars
  • The built-in concurrency that features in Java safe, and its usefulness with Clojure
  • Parallelization with the Clojure features and reducers
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