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267544938
Haskell High Performance Programming
Item #:
267544938
PAB 112
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- Key FeaturesExplore the benefits of lazy evaluation, compiler features, and tools and libraries designed for high performanceWrite fast programs at extremely high levels of abstractionWork through practical examples that will help you address the challenges of writing efficient codeBook DescriptionHaskell, 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.What you will learnProgram idiomatic Haskell that's also surprisingly efficientImprove performance of your code with data parallelism, inlining, and strictness annotationsProfile your programs to identify space leaks and missed opportunities for optimizationFind out how to choose the most efficient data and control structuresOptimize the Glasgow Haskell Compiler and runtime system for specific programsSee how to smoothly drop to lower abstractions wherever necessaryExecute programming for the GPU with AccelerateImplement programming to easily scale to the cloud with Cloud HaskellAbout the AuthorSamuli Thomasson is a long-time functional programming enthusiast from Finland who has used Haskell extensively, both as a pastime and commercially, for over four years. He enjoys working with great tools that help in getting things done nice and fast.His current job at RELEX Solutions consists of providing technical solutions to a variety of practical problems. Besides functional programming, Samuli is interested in distributed systems, which he also studies at the University of Helsinki.Table of ContentsIdentifying BottlenecksChoosing the Correct Data StructuresProfile and Benchmark to Your Heart's ContentThe Devil's in the DetailParallelize for PerformanceI/O and StreamingConcurrency and PerformanceTweaking the Compiler and Runtime System (GHC)GHC Internals and Code GenerationForeign Function InterfaceProgramming for the GPU with AccelerateScaling to the Cloud with Cloud HaskellFunctional Reactive ProgrammingLibrary Recommendations
| Publisher | Packt Publishing |
| Publication date | September 26, 2016 |
| Language | English |
| Print length | 408 pages |
| ISBN-10 | 1786464217 |
| ISBN-13 | 978-1786464217 |
| Item Weight | 699 g |
| Dimensions | 7.5 x 0.92 x 9.25 inches (19.1 x 2.3 x 23.5 cm) |
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Haskell High Performance Programming
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