Items related to Scala High Performance Programming
Synopsis
Leverage Scala and the functional paradigm to build performant software
About This Book
- Get the first book to explore Scala performance techniques in depth!
- Real-world inspired use cases illustrate and support the techniques studied and the language features
- This book is written by Vincent Theron and Michael Diamant, software engineers with several years of experience in the high-frequency trading and programmatic advertising industries
Who This Book Is For
This book assumes a basic exposure to the Scala programming language and the Java Virtual Machine. You should be able to read and understand moderately advanced Scala code. No other knowledge is required.
What You Will Learn
- Analyze the performance of JVM applications by developing JMH benchmarks and profiling with Flight Recorder
- Discover use cases and performance tradeoffs of Scala language features, and eager and lazy collections
- Explore event sourcing to improve performance while working with stream processing pipelines
- Dive into asynchronous programming to extract performance on multicore systems using Scala Future and Scalaz Task
- Design distributed systems with conflict-free replicated data types (CRDTs) to take advantage of eventual consistency without synchronization
- Understand the impact of queues on system performance and apply the Free monad to build systems robust to high levels of throughput
In Detail
Scala is a statically and strongly typed language that blends functional and object-oriented paradigms. It has experienced growing popularity as an appealing and pragmatic choice to write production-ready software in the functional paradigm. Scala and the functional programming paradigm enable you to solve problems with less code and lower maintenance costs than the alternatives. However, these gains can come at the cost of performance if you are not careful.
Scala High Performance Programming arms you with the knowledge you need to create performant Scala applications. Starting with the basics of understanding how to define performance, we explore Scala's language features and functional programming techniques while keeping a close eye on performance throughout all the topics.
We introduce you as the newest software engineer at a fictitious financial trading company, named MV Trading. As you learn new techniques and approaches to reduce latency and improve throughput, you'll apply them to MV Trading's business problems. By the end of the book, you will be well prepared to write production-ready, performant Scala software using the functional paradigm to solve real-world problems.
"synopsis" may belong to another edition of this title.
About the Author
Vincent is a Senior Software Engineer with 8 years of experience working with JVM technologies such as Scala and Java. He specializes in designing and implementing highly scalable and reliable distributed applications. Leveraging both object-oriented and functional programming best practices, he crafts robust and maintainable software that solves business problems, and build high-throughput low-latency mission critical platforms. Michael is currently working as a Senior Software Engineer for a US based software development and consultancy firm, nToggle. He has more than 10 years of experience with Java technologies. He finds software development rewarding because it is an engaging intellectual exercise where there is no single right answer. Besides his personal desire to continue learning, knowing there are multiple ways to attack a problem motivates me to learn about different programming paradigms, languages, and technologies. In addition to growing his knowledge, he is continually focusing on writing software that solves business problems and is simple, expressive, and maintainable.
"About this title" may belong to another edition of this title.
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Scala High Performance Programming
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Scala High Performance Programming
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