Haskell High Performance Programming
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Haskell High Performance Programming
Author: Samuli Thomasson
language: en
Publisher: Packt Publishing Ltd
Release Date: 2016-09-26
Boost the performance of your Haskell applications using optimization, concurrency, and parallel programming About This Book Explore the benefits of lazy evaluation, compiler features, and tools and libraries designed for high performance Write fast programs at extremely high levels of abstraction Work through practical examples that will help you address the challenges of writing efficient code Who This Book Is For To get the most out of this book, you need to have a working knowledge of reading and writing basic Haskell. No knowledge of performance, optimization, or concurrency is required. What You Will Learn Program idiomatic Haskell that's also surprisingly efficient Improve performance of your code with data parallelism, inlining, and strictness annotations Profile your programs to identify space leaks and missed opportunities for optimization Find out how to choose the most efficient data and control structures Optimize the Glasgow Haskell Compiler and runtime system for specific programs See how to smoothly drop to lower abstractions wherever necessary Execute programming for the GPU with Accelerate Implement programming to easily scale to the cloud with Cloud Haskell In Detail Haskell, with its power to optimize the code and its high performance, is a natural candidate for high performance programming. It is especially well suited to stacking abstractions high with a relatively low performance cost. This book addresses the challenges of writing efficient code with lazy evaluation and techniques often used to optimize the performance of Haskell programs. We open with an in-depth look at the evaluation of Haskell expressions and discuss optimization and benchmarking. You will learn to use parallelism and we'll explore the concept of streaming. We'll demonstrate the benefits of running multithreaded and concurrent applications. Next we'll guide you through various profiling tools that will help you identify performance issues in your program. We'll end our journey by looking at GPGPU, Cloud and Functional Reactive Programming in Haskell. At the very end there is a catalogue of robust library recommendations with code samples. By the end of the book, you will be able to boost the performance of any app and prepare it to stand up to real-world punishment. Style and approach This easy-to-follow guide teaches new practices and techniques to optimize your code, and then moves towards more advanced ways to effectively write efficient Haskell code. Small and simple practical examples will help you test the concepts yourself, and you will be able to easily adapt them for any application.
Mastering the Art of Haskell Programming: Advanced Techniques for Expert-Level Programming
"Mastering the Art of Haskell Programming: Advanced Techniques for Expert-Level Programming" is an essential resource for experienced developers seeking to deepen their expertise in Haskell. This comprehensive guide systematically explores sophisticated programming techniques, ensuring readers can harness Haskell's full potential to craft robust, efficient applications. Delving into functional programming, concurrency, and type-level strategies, this book empowers programmers to elevate their skills and embrace the nuances of expert Haskell coding. Each chapter offers an in-depth examination of key topics, from optimizing performance and leveraging GHC extensions to real-world industry applications in finance, data science, and beyond. By presenting advanced concepts with clarity and precision, this book enables readers to create scalable, maintainable solutions. Illustrated with practical examples and case studies, these insights reveal how Haskell can solve complex problems across diverse domains, aligning theoretical knowledge with industrial practice. Complete with strategies for building resilient software architectures, handling large data sets, and implementing innovative design patterns, this book is a valuable addition to any developer's library. By fostering an understanding of Haskell's unique strengths and encouraging the adoption of cutting-edge programming methodologies, "Mastering the Art of Haskell Programming" is your gateway to becoming a true expert in the functional programming landscape with Haskell at the forefront.
Advanced Haskell Techniques: A Comprehensive Guide to Modern Functional Programming
Explore the depths of functional programming with "Advanced Haskell Techniques: A Comprehensive Guide to Modern Functional Programming." This essential guide delves into the sophisticated and elegant language of Haskell, offering a thorough exploration that caters to both novice and experienced programmers. Covering advanced topics such as monads, type systems, and concurrency, this book empowers readers with a profound understanding of Haskell's capabilities for real-world applications. "Advanced Haskell Techniques" is thoughtfully organized to lead you through Haskell's syntax, foundational principles, and intricate features. Each chapter is enriched with practical examples, exercises, and detailed discussions, ensuring you gain a hands-on understanding of efficiently solving complex problems with Haskell. Whether you're new to functional programming or seeking to elevate your Haskell proficiency, this book is your portal to mastering modern Haskell practices. Emphasizing practical applications, optimization, and performance tuning, it equips you to address contemporary software challenges, from crafting dynamic web applications to implementing software transactional memory. Harness the power of Haskell and redefine your programming approach with "Advanced Haskell Techniques: A Comprehensive Guide to Modern Functional Programming."