Getting Started with LLVM Core Libraries

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Publisher : Packt Publishing Ltd
ISBN 13 : 1782166939
Total Pages : 314 pages
Book Rating : 4.7/5 (821 download)

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Book Synopsis Getting Started with LLVM Core Libraries by : Bruno Cardoso Lopes

Download or read book Getting Started with LLVM Core Libraries written by Bruno Cardoso Lopes and published by Packt Publishing Ltd. This book was released on 2014-08-26 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for enthusiasts, computer science students, and compiler engineers interested in learning about the LLVM framework. You need a background in C++ and, although not mandatory, should know at least some compiler theory. Whether you are a newcomer or a compiler expert, this book provides a practical introduction to LLVM and avoids complex scenarios. If you are interested enough and excited about this technology, then this book is definitely for you.

Learn LLVM 12

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Publisher : Packt Publishing Ltd
ISBN 13 : 1839210036
Total Pages : 393 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Learn LLVM 12 by : Kai Nacke

Download or read book Learn LLVM 12 written by Kai Nacke and published by Packt Publishing Ltd. This book was released on 2021-05-28 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to build and use all parts of real-world compilers, including the frontend, optimization pipeline, and a new backend by leveraging the power of LLVM core libraries Key Features Get to grips with effectively using LLVM libraries step-by-step Understand LLVM compiler high-level design and apply the same principles to your own compiler Use compiler-based tools to improve the quality of code in C++ projects Book DescriptionLLVM was built to bridge the gap between compiler textbooks and actual compiler development. It provides a modular codebase and advanced tools which help developers to build compilers easily. This book provides a practical introduction to LLVM, gradually helping you navigate through complex scenarios with ease when it comes to building and working with compilers. You’ll start by configuring, building, and installing LLVM libraries, tools, and external projects. Next, the book will introduce you to LLVM design and how it works in practice during each LLVM compiler stage: frontend, optimizer, and backend. Using a subset of a real programming language as an example, you will then learn how to develop a frontend and generate LLVM IR, hand it over to the optimization pipeline, and generate machine code from it. Later chapters will show you how to extend LLVM with a new pass and how instruction selection in LLVM works. You’ll also focus on Just-in-Time compilation issues and the current state of JIT-compilation support that LLVM provides, before finally going on to understand how to develop a new backend for LLVM. By the end of this LLVM book, you will have gained real-world experience in working with the LLVM compiler development framework with the help of hands-on examples and source code snippets.What you will learn Configure, compile, and install the LLVM framework Understand how the LLVM source is organized Discover what you need to do to use LLVM in your own projects Explore how a compiler is structured, and implement a tiny compiler Generate LLVM IR for common source language constructs Set up an optimization pipeline and tailor it for your own needs Extend LLVM with transformation passes and clang tooling Add new machine instructions and a complete backend Who this book is for This book is for compiler developers, enthusiasts, and engineers who are new to LLVM and are interested in learning about the LLVM framework. It is also useful for C++ software engineers looking to use compiler-based tools for code analysis and improvement, as well as casual users of LLVM libraries who want to gain more knowledge of LLVM essentials. Intermediate-level experience with C++ programming is mandatory to understand the concepts covered in this book more effectively.

LLVM Techniques, Tips, and Best Practices Clang and Middle-End Libraries

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Publisher : Packt Publishing Ltd
ISBN 13 : 1838829725
Total Pages : 370 pages
Book Rating : 4.8/5 (388 download)

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Book Synopsis LLVM Techniques, Tips, and Best Practices Clang and Middle-End Libraries by : Min-Yih Hsu

Download or read book LLVM Techniques, Tips, and Best Practices Clang and Middle-End Libraries written by Min-Yih Hsu and published by Packt Publishing Ltd. This book was released on 2021-04-22 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how you can build the next big programming language, compiler, or source code analyzer using LLVM and Clang Key FeaturesExplore Clang, LLVM’s middle-end and backend, in a pragmatic wayDevelop your LLVM skillset and get to grips with a variety of common use casesEngage with real-world LLVM development through various coding examplesBook Description Every programmer or engineer, at some point in their career, works with compilers to optimize their applications. Compilers convert a high-level programming language into low-level machine-executable code. LLVM provides the infrastructure, reusable libraries, and tools needed for developers to build their own compilers. With LLVM’s extensive set of tooling, you can effectively generate code for different backends as well as optimize them. In this book, you’ll explore the LLVM compiler infrastructure and understand how to use it to solve different problems. You’ll start by looking at the structure and design philosophy of important components of LLVM and gradually move on to using Clang libraries to build tools that help you analyze high-level source code. As you advance, the book will show you how to process LLVM IR – a powerful way to transform and optimize the source program for various purposes. Equipped with this knowledge, you’ll be able to leverage LLVM and Clang to create a wide range of useful programming language tools, including compilers, interpreters, IDEs, and source code analyzers. By the end of this LLVM book, you’ll have developed the skills to create powerful tools using the LLVM framework to overcome different real-world challenges. What you will learnFind out how LLVM’s build system works and how to reduce the building resourceGet to grips with running custom testing with LLVM’s LIT frameworkBuild different types of plugins and extensions for ClangCustomize Clang’s toolchain and compiler flagsWrite LLVM passes for the new PassManagerDiscover how to inspect and modify LLVM IRUnderstand how to use LLVM’s profile-guided optimizations (PGO) frameworkCreate custom compiler sanitizersWho this book is for This book is for software engineers of all experience levels who work with LLVM. If you are an academic researcher, this book will help you learn useful LLVM skills in a short time and enable you to build your prototypes and projects quickly. Programming language enthusiasts will also find this book useful for building a new programming language with the help of LLVM.

LLVM Essentials

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Publisher : Packt Publishing Ltd
ISBN 13 : 1783558628
Total Pages : 166 pages
Book Rating : 4.7/5 (835 download)

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Book Synopsis LLVM Essentials by : Suyog Sarda

Download or read book LLVM Essentials written by Suyog Sarda and published by Packt Publishing Ltd. This book was released on 2015-12-21 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become familiar with the LLVM infrastructure and start using LLVM libraries to design a compiler About This Book Learn to use the LLVM libraries to emit intermediate representation (IR) from high-level language Build your own optimization pass for better code generation Understand AST generation and use it in a meaningful way Who This Book Is For This book is intended for those who already know some of the concepts of compilers and want to quickly get familiar with the LLVM infrastructure and the rich set of libraries that it provides. What You Will Learn Get an introduction to LLVM modular design and LLVM tools Convert frontend code to LLVM IR Implement advanced LLVM IR paradigms Understand the LLVM IR Optimization Pass Manager infrastructure and write an optimization pass Absorb LLVM IR transformations Understand the steps involved in converting LLVM IR to Selection DAG Implement a custom target using the LLVM infrastructure Get a grasp of C's frontend clang, an AST dump, and static analysis In Detail LLVM is currently the point of interest for many firms, and has a very active open source community. It provides us with a compiler infrastructure that can be used to write a compiler for a language. It provides us with a set of reusable libraries that can be used to optimize code, and a target-independent code generator to generate code for different backends. It also provides us with a lot of other utility tools that can be easily integrated into compiler projects. This book details how you can use the LLVM compiler infrastructure libraries effectively, and will enable you to design your own custom compiler with LLVM in a snap. We start with the basics, where you'll get to know all about LLVM. We then cover how you can use LLVM library calls to emit intermediate representation (IR) of simple and complex high-level language paradigms. Moving on, we show you how to implement optimizations at different levels, write an optimization pass, generate code that is independent of a target, and then map the code generated to a backend. The book also walks you through CLANG, IR to IR transformations, advanced IR block transformations, and target machines. By the end of this book, you'll be able to easily utilize the LLVM libraries in your own projects. Style and approach This book deals with topics sequentially, increasing the difficulty level in a step-by-step approach. Each topic is explained with a detailed example, and screenshots are included to help you understand the examples.

Learn LLVM 17

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 183763467X
Total Pages : 416 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis Learn LLVM 17 by : Kai Nacke

Download or read book Learn LLVM 17 written by Kai Nacke and published by Packt Publishing Ltd. This book was released on 2024-01-12 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to build and use the complete spectrum of real-world compilers, including the frontend, optimization pipeline, and a new backend by leveraging the power of LLVM core libraries Key Features Get to grips with using LLVM libraries step by step Understand the high-level design of LLVM compilers and apply these principles to your own compiler Add a new backend to target an unsupported CPU architecture Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionLLVM was built to bridge the gap between the theoretical knowledge found in compiler textbooks and the practical demands of compiler development. With a modular codebase and advanced tools, LLVM empowers developers to build compilers with ease. This book serves as a practical introduction to LLVM, guiding you progressively through complex scenarios and ensuring that you navigate the challenges of building and working with compilers like a pro. The book starts by showing you how to configure, build, and install LLVM libraries, tools, and external projects. You’ll then be introduced to LLVM's design, unraveling its applications in each compiler stage: frontend, optimizer, and backend. Using a real programming language subset, you'll build a frontend, generate LLVM IR, optimize it through the pipeline, and generate machine code. Advanced chapters extend your expertise, covering topics such as extending LLVM with a new pass, using LLVM tools for debugging, and enhancing the quality of your code. You'll also focus on just-in-time compilation issues and the current state of JIT-compilation support with LLVM. Finally, you’ll develop a new backend for LLVM, gaining insights into target description and how instruction selection works. By the end of this book, you'll have hands-on experience with the LLVM compiler development framework through real-world examples and source code snippets.What you will learn Configure, compile, and install the LLVM framework Understand how the LLVM source is organized Discover what you need to do to use LLVM in your own projects Explore how a compiler is structured, and implement a tiny compiler Generate LLVM IR for common source language constructs Set up an optimization pipeline and tailor it for your own needs Extend LLVM with transformation passes and clang tooling Add new machine instructions and a complete backend Who this book is for This book is for compiler developers, enthusiasts, and engineers new to LLVM. C++ software engineers looking to use compiler-based tools for code analysis and improvement, as well as casual users of LLVM libraries who want to gain more knowledge of LLVM essentials will also find this book useful. Intermediate-level experience with C++ programming is necessary to understand the concepts covered in this book.

Learning Boost C++ Libraries

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Publisher : Packt Publishing Ltd
ISBN 13 : 1783551224
Total Pages : 558 pages
Book Rating : 4.7/5 (835 download)

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Book Synopsis Learning Boost C++ Libraries by : Arindam Mukherjee

Download or read book Learning Boost C++ Libraries written by Arindam Mukherjee and published by Packt Publishing Ltd. This book was released on 2015-07-31 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: Filled with dozens of working code examples that illustrate the use of over 40 popular Boost libraries, this book takes you on a tour of Boost, helping you to independently build the libraries from source and use them in your own code. The first half of the book focuses on basic programming interfaces including generic containers and algorithms, strings, resource management, exception safety, and a miscellany of programming utilities that make everyday programming chores easy. Following a short interlude that introduces template metaprogramming and functional programming, the later chapters are devoted to systems programming interfaces, focusing on directory handling, I/O, concurrency, and network programming

Lecture Slides for the Clang Libraries [LLVM/Clang 15] (Edition 0.1.0)

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Author :
Publisher : Michael Adams
ISBN 13 : 199070705X
Total Pages : 419 pages
Book Rating : 4.9/5 (97 download)

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Book Synopsis Lecture Slides for the Clang Libraries [LLVM/Clang 15] (Edition 0.1.0) by : Michael D. Adams

Download or read book Lecture Slides for the Clang Libraries [LLVM/Clang 15] (Edition 0.1.0) written by Michael D. Adams and published by Michael Adams. This book was released on 2023-08-03 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Lecture Slides for the Clang Libraries (Edition 0.2.0)

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Author :
Publisher : Michael Adams
ISBN 13 : 1990707068
Total Pages : 424 pages
Book Rating : 4.9/5 (97 download)

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Book Synopsis Lecture Slides for the Clang Libraries (Edition 0.2.0) by : Michael D. Adams

Download or read book Lecture Slides for the Clang Libraries (Edition 0.2.0) written by Michael D. Adams and published by Michael Adams. This book was released on 2024-01-25 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt:

LLVM Cookbook

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Publisher : Packt Publishing Ltd
ISBN 13 : 1785286404
Total Pages : 296 pages
Book Rating : 4.7/5 (852 download)

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Book Synopsis LLVM Cookbook by : Mayur Pandey

Download or read book LLVM Cookbook written by Mayur Pandey and published by Packt Publishing Ltd. This book was released on 2015-05-30 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is for compiler programmers who are familiar with concepts of compilers and want to indulge in understanding, exploring, and using LLVM infrastructure in a meaningful way in their work. This book is also for programmers who are not directly involved in compiler projects but are often involved in development phases where they write thousands of lines of code. With knowledge of how compilers work, they will be able to code in an optimal way and improve performance with clean code.

Crafting Interpreters

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Author :
Publisher : Genever Benning
ISBN 13 : 0990582949
Total Pages : 1021 pages
Book Rating : 4.9/5 (95 download)

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Book Synopsis Crafting Interpreters by : Robert Nystrom

Download or read book Crafting Interpreters written by Robert Nystrom and published by Genever Benning. This book was released on 2021-07-27 with total page 1021 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite using them every day, most software engineers know little about how programming languages are designed and implemented. For many, their only experience with that corner of computer science was a terrifying "compilers" class that they suffered through in undergrad and tried to blot from their memory as soon as they had scribbled their last NFA to DFA conversion on the final exam. That fearsome reputation belies a field that is rich with useful techniques and not so difficult as some of its practitioners might have you believe. A better understanding of how programming languages are built will make you a stronger software engineer and teach you concepts and data structures you'll use the rest of your coding days. You might even have fun. This book teaches you everything you need to know to implement a full-featured, efficient scripting language. You'll learn both high-level concepts around parsing and semantics and gritty details like bytecode representation and garbage collection. Your brain will light up with new ideas, and your hands will get dirty and calloused. Starting from main(), you will build a language that features rich syntax, dynamic typing, garbage collection, lexical scope, first-class functions, closures, classes, and inheritance. All packed into a few thousand lines of clean, fast code that you thoroughly understand because you wrote each one yourself.

Getting Started with V Programming

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Publisher : Packt Publishing Ltd
ISBN 13 : 1839212179
Total Pages : 408 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Getting Started with V Programming by : Navule Pavan Kumar Rao

Download or read book Getting Started with V Programming written by Navule Pavan Kumar Rao and published by Packt Publishing Ltd. This book was released on 2021-12-10 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn a new statically compiled programming language to build maintainable and fast software with the help of this comprehensive guide to V programming Key FeaturesExplore the features of the V programming language step by step with this beginner's guideGain strong foundational knowledge of core programming concepts such as modules, functions, and structsLearn how to write super-fast programs and applications that compile in a matter of secondsBook Description A new language on the block, V comes with a promising set of features such as fast compilation and interoperability with other programming languages. This is the first book on the V programming language, packed with concise information and a walkthrough of all the features you need to know to get started with the language. The book begins by covering the fundamentals to help you learn about the basic features of V and the suite of built-in libraries available within the V ecosystem. You'll become familiar with primitive data types, declaring variables, arrays, and maps. In addition to basic programming, you'll develop a solid understanding of the building blocks of programming, including functions, structs, and modules in the V programming language. As you advance through the chapters, you'll learn how to implement concurrency in V Programming, and finally learn how to write test cases for functions. This book takes you through an end-to-end project that will guide you to build fast and maintainable RESTful microservices by leveraging the power of V and its built-in libraries. By the end of this V programming book, you'll be well-versed with the V programming language and be able to start writing your own programs and applications. What you will learnBecome familiar with the basic building blocks of programming in the V languageInstall the V language on various operating systemsUnderstand how to work with arrays and maps in V programmingDiscover how to implement concurrency in V programmingUse channels in V programming to learn the best practices of sharing memory by communicating among coroutinesWrite modular code and build on your knowledge of structs and functions in VGet acquainted with writing tests in V programmingGet to grips with building and querying RESTful microservice in VWho this book is for Whether you're a beginner interested in learning a programming language or an experienced programmer looking to switch to a new and better statically compiled programming language, this V programming book is for you.

CMake Cookbook

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Publisher : Packt Publishing Ltd
ISBN 13 : 1788472349
Total Pages : 600 pages
Book Rating : 4.7/5 (884 download)

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Book Synopsis CMake Cookbook by : Radovan Bast

Download or read book CMake Cookbook written by Radovan Bast and published by Packt Publishing Ltd. This book was released on 2018-09-26 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn CMake through a series of task-based recipes that provide you with practical, simple, and ready-to-use CMake solutions for your code Key FeaturesLearn to configure, build, test, and package software written in C, C++, and FortranProgress from simple to advanced tasks with examples tested on Linux, macOS, and WindowsManage code complexity and library dependencies with reusable CMake building blocksBook Description CMake is cross-platform, open-source software for managing the build process in a portable fashion. This book features a collection of recipes and building blocks with tips and techniques for working with CMake, CTest, CPack, and CDash. CMake Cookbook includes real-world examples in the form of recipes that cover different ways to structure, configure, build, and test small- to large-scale code projects. You will learn to use CMake's command-line tools and master modern CMake practices for configuring, building, and testing binaries and libraries. With this book, you will be able to work with external libraries and structure your own projects in a modular and reusable way. You will be well-equipped to generate native build scripts for Linux, MacOS, and Windows, simplify and refactor projects using CMake, and port projects to CMake. What you will learnConfigure, build, test, and install code projects using CMakeDetect operating systems, processors, libraries, files, and programs for conditional compilationIncrease the portability of your codeRefactor a large codebase into modules with the help of CMakeBuild multi-language projectsKnow where and how to tweak CMake configuration files written by somebody elsePackage projects for distributionPort projects to CMakeWho this book is for If you are a software developer keen to manage build systems using CMake or would like to understand and modify CMake code written by others, this book is for you. A basic knowledge of C++, C, or Fortran is required to understand the topics covered in this book.

Learning Julia

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Publisher : Packt Publishing Ltd
ISBN 13 : 1785885367
Total Pages : 308 pages
Book Rating : 4.7/5 (858 download)

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Book Synopsis Learning Julia by : Anshul Joshi

Download or read book Learning Julia written by Anshul Joshi and published by Packt Publishing Ltd. This book was released on 2017-11-24 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn Julia language for data science and data analytics About This Book Set up Julia's environment and start building simple programs Explore the technical aspects of Julia and its potential when it comes to speed and data processing Write efficient and high-quality code in Julia Who This Book Is For This book allows existing programmers, statisticians and data scientists to learn the Julia and take its advantage while building applications with complex numerical and scientific computations. Basic knowledge of mathematics is needed to understand the various methods that will be used or created in the book to exploit the capabilities for which Julia is made. What You Will Learn Understand Julia's ecosystem and create simple programs Master the type system and create your own types in Julia Understand Julia's type system, annotations, and conversions Define functions and understand meta-programming and multiple dispatch Create graphics and data visualizations using Julia Build programs capable of networking and parallel computation Develop real-world applications and use connections for RDBMS and NoSQL Learn to interact with other programming languages–C and Python—using Julia In Detail Julia is a highly appropriate language for scientific computing, but it comes with all the required capabilities of a general-purpose language. It allows us to achieve C/Fortran-like performance while maintaining the concise syntax of a scripting language such as Python. It is perfect for building high-performance and concurrent applications. From the basics of its syntax to learning built-in object types, this book covers it all. This book shows you how to write effective functions, reduce code redundancies, and improve code reuse. It will be helpful for new programmers who are starting out with Julia to explore its wide and ever-growing package ecosystem and also for experienced developers/statisticians/data scientists who want to add Julia to their skill-set. The book presents the fundamentals of programming in Julia and in-depth informative examples, using a step-by-step approach. You will be taken through concepts and examples such as doing simple mathematical operations, creating loops, metaprogramming, functions, collections, multiple dispatch, and so on. By the end of the book, you will be able to apply your skills in Julia to create and explore applications of any domain. Style and approach This book demonstrates the basics of Julia along with some data structures and testing tools that will give you enough material to get started with the language from an application standpoint.

Pro TBB

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Publisher : Apress
ISBN 13 : 1484243986
Total Pages : 854 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Pro TBB by : Michael Voss

Download or read book Pro TBB written by Michael Voss and published by Apress. This book was released on 2019-07-09 with total page 854 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book is a modern guide for all C++ programmers to learn Threading Building Blocks (TBB). Written by TBB and parallel programming experts, this book reflects their collective decades of experience in developing and teaching parallel programming with TBB, offering their insights in an approachable manner. Throughout the book the authors present numerous examples and best practices to help you become an effective TBB programmer and leverage the power of parallel systems. Pro TBB starts with the basics, explaining parallel algorithms and C++'s built-in standard template library for parallelism. You'll learn the key concepts of managing memory, working with data structures and how to handle typical issues with synchronization. Later chapters apply these ideas to complex systems to explain performance tradeoffs, mapping common parallel patterns, controlling threads and overhead, and extending TBB to program heterogeneous systems or system-on-chips. What You'll Learn Use Threading Building Blocks to produce code that is portable, simple, scalable, and more understandableReview best practices for parallelizing computationally intensive tasks in your applications Integrate TBB with other threading packages Create scalable, high performance data-parallel programs Work with generic programming to write efficient algorithms Who This Book Is For C++ programmers learning to run applications on multicore systems, as well as C or C++ programmers without much experience with templates. No previous experience with parallel programming or multicore processors is required.

Python Programming for Arduino

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Publisher : Packt Publishing Ltd
ISBN 13 : 178328594X
Total Pages : 400 pages
Book Rating : 4.7/5 (832 download)

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Book Synopsis Python Programming for Arduino by : Pratik Desai

Download or read book Python Programming for Arduino written by Pratik Desai and published by Packt Publishing Ltd. This book was released on 2015-02-27 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the book for you if you are a student, hobbyist, developer, or designer with little or no programming and hardware prototyping experience, and you want to develop IoT applications. If you are a software developer or a hardware designer and want to create connected devices applications, then this book will help you get started.

Formal Methods: Foundations and Applications

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Publisher : Springer Nature
ISBN 13 : 3031493427
Total Pages : 166 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Formal Methods: Foundations and Applications by : Haniel Barbosa

Download or read book Formal Methods: Foundations and Applications written by Haniel Barbosa and published by Springer Nature. This book was released on 2024-01-02 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 26th Brazilian Symposium on Formal Methods, SBMF 2023, held in Manaus, Brazil, during December 4-8, 2023. The 7 full papers and 2 short papers presented in this book were carefully reviewed and selected from 16 submissions. The papers are divided into the following topical sections: specification and modeling languages; testing; and verification and validation.

Tests and Proofs

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Author :
Publisher : Springer Nature
ISBN 13 : 3030793796
Total Pages : 117 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Tests and Proofs by : Frédéric Loulergue

Download or read book Tests and Proofs written by Frédéric Loulergue and published by Springer Nature. This book was released on 2021-06-17 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 15th International Conference on Tests and Proofs, TAP 2021, which was held as part of Software Technologies: Applications and Foundations, STAF 2021, and took place online during June 12-25, 2021. The 6 full papers included in this volume were carefully reviewed and selected from 10 submissions. They were organized in topical sections on learning, test resource allocation and benchmarks and on testing.