Parallel Software Development With Threading Building Blocks
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Pro Tbb
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Author : Michael Voss
language : en
Publisher: Apress
Release Date : 2019-07-09
Pro Tbb written by Michael Voss and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-09 with Computers categories.
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 understandable Review 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.
Parallel Software Development With Threading Building Blocks
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-19
Parallel Software Development With Threading Building Blocks written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-19 with Computers categories.
"Parallel Software Development with Threading Building Blocks" Unlock the full potential of modern multicore and manycore architectures with "Parallel Software Development with Threading Building Blocks." This comprehensive guide demystifies the principles of parallelism and concurrency, illuminating their impacts on software design and performance. The book begins with a solid foundation in core concepts such as scalability, hardware memory models, and the practical implications of Amdahl’s Law, then dives deep into the unique challenges of multithreaded development, including synchronization, data hazards, and key computational paradigms. With a strong focus on Intel's Threading Building Blocks (TBB), this text offers an authoritative exploration of task-based parallelism in C++. Readers will discover best practices for integrating TBB into modern toolchains, migrating legacy codebases, and composing robust parallel patterns that interoperate with industry standards like OpenMP and MPI. The book methodically covers the TBB scheduler, parallel algorithms, concurrent data structures, and advanced orchestration techniques, providing both architectural overviews and hands-on programming guidance. Beyond theory, this book is anchored in real-world applications and rigorous engineering practices. Readers will find in-depth treatments of profiling, debugging, and testing methodologies tailored to parallel environments, as well as domain-specific patterns spanning scientific computing, analytics, machine learning, and finance. The journey concludes with a forward-looking perspective on emerging trends—ranging from distributed and heterogeneous computing to the evolving landscape of green and secure parallel software. Whether you are an experienced C++ developer or new to parallel programming, this book is an indispensable resource for building high-performance, scalable, and future-ready applications.
Structured Parallel Programming
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Author : Michael McCool
language : en
Publisher: Elsevier
Release Date : 2012-06-25
Structured Parallel Programming written by Michael McCool and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-25 with Computers categories.
Programming is now parallel programming. Much as structured programming revolutionized traditional serial programming decades ago, a new kind of structured programming, based on patterns, is relevant to parallel programming today. Parallel computing experts and industry insiders Michael McCool, Arch Robison, and James Reinders describe how to design and implement maintainable and efficient parallel algorithms using a pattern-based approach. They present both theory and practice, and give detailed concrete examples using multiple programming models. Examples are primarily given using two of the most popular and cutting edge programming models for parallel programming: Threading Building Blocks, and Cilk Plus. These architecture-independent models enable easy integration into existing applications, preserve investments in existing code, and speed the development of parallel applications. Examples from realistic contexts illustrate patterns and themes in parallel algorithm design that are widely applicable regardless of implementation technology. The patterns-based approach offers structure and insight that developers can apply to a variety of parallel programming models Develops a composable, structured, scalable, and machine-independent approach to parallel computing Includes detailed examples in both Cilk Plus and the latest Threading Building Blocks, which support a wide variety of computers
Intel Threading Building Blocks
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Author : James Reinders
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2007-07-12
Intel Threading Building Blocks written by James Reinders and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-12 with Computers categories.
Multi-core chips from Intel and AMD offer a dramatic boost in speed and responsiveness, and plenty of opportunities for multiprocessing on ordinary desktop computers. But they also present a challenge: More than ever, multithreading is a requirement for good performance. This guide explains how to maximize the benefits of these processors through a portable C++ library that works on Windows, Linux, Macintosh, and Unix systems. With it, you'll learn how to use Intel Threading Building Blocks (TBB) effectively for parallel programming -- without having to be a threading expert. Written by James Reinders, Chief Evangelist of Intel Software Products, and based on the experience of Intel's developers and customers, this book explains the key tasks in multithreading and how to accomplish them with TBB in a portable and robust manner. With plenty of examples and full reference material, the book lays out common patterns of uses, reveals the gotchas in TBB, and gives important guidelines for choosing among alternatives in order to get the best performance. You'll learn how Intel Threading Building Blocks: Enables you to specify tasks instead of threads for better portability, easier programming, more understandable source code, and better performance and scalability in general Focuses on the goal of parallelizing computationally intensive work to deliver high-level solutions Is compatible with other threading packages, and doesn't force you to pick one package for your entire program Emphasizes scalable, data-parallel programming, which allows program performance to increase as you add processors Relies on generic programming, which enables you to write the best possible algorithms with the fewest constraints Any C++ programmer who wants to write an application to run on a multi-core system will benefit from this book. TBB is also very approachable for a C programmer or a C++ programmer without much experience with templates. Best of all, you don't need experience with parallel programming or multi-core processors to use this book.
Parallel And Concurrent Programming In Haskell
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Author : Simon Marlow
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2013-07-12
Parallel And Concurrent Programming In Haskell written by Simon Marlow and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-07-12 with Computers categories.
If you have a working knowledge of Haskell, this hands-on book shows you how to use the language’s many APIs and frameworks for writing both parallel and concurrent programs. You’ll learn how parallelism exploits multicore processors to speed up computation-heavy programs, and how concurrency enables you to write programs with threads for multiple interactions. Author Simon Marlow walks you through the process with lots of code examples that you can run, experiment with, and extend. Divided into separate sections on Parallel and Concurrent Haskell, this book also includes exercises to help you become familiar with the concepts presented: Express parallelism in Haskell with the Eval monad and Evaluation Strategies Parallelize ordinary Haskell code with the Par monad Build parallel array-based computations, using the Repa library Use the Accelerate library to run computations directly on the GPU Work with basic interfaces for writing concurrent code Build trees of threads for larger and more complex programs Learn how to build high-speed concurrent network servers Write distributed programs that run on multiple machines in a network
Is Parallel Programming Hard
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Author : Paul E. McKenney
language : en
Publisher:
Release Date : 2015-06-13
Is Parallel Programming Hard written by Paul E. McKenney and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-13 with categories.
Parallel Programming
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Author : Bertil Schmidt
language : en
Publisher: Morgan Kaufmann
Release Date : 2017-11-20
Parallel Programming written by Bertil Schmidt and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-20 with Computers categories.
Parallel Programming: Concepts and Practice provides an upper level introduction to parallel programming. In addition to covering general parallelism concepts, this text teaches practical programming skills for both shared memory and distributed memory architectures. The authors' open-source system for automated code evaluation provides easy access to parallel computing resources, making the book particularly suitable for classroom settings. - Covers parallel programming approaches for single computer nodes and HPC clusters: OpenMP, multithreading, SIMD vectorization, MPI, UPC++ - Contains numerous practical parallel programming exercises - Includes access to an automated code evaluation tool that enables students the opportunity to program in a web browser and receive immediate feedback on the result validity of their program - Features an example-based teaching of concept to enhance learning outcomes
Multi Threaded Programming In C
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Author : Mark Walmsley
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Multi Threaded Programming In C written by Mark Walmsley and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
This is a book about multi-threaded programming - it could well be subtitled 'How to write computer programs tllat do lots of different tlrings all at once'. A multi-threaded application contains many separate tlrreads of execution all running concurrently and each assigned to its own particular task - the individual tasks are typically simple but the combination can be very powerful. Multi-threading therefore engenders a 'divide-and-conquer' strategy which allows complex monoliths to be broken up into more manageable chunks. Indeed multi-threading is perhaps the most exciting addition to the software engineer's toolkit since tlle advent of object-oriented programming, another topic about which tlris book has a lot to say. Multi-threading and object orientation are wonderful companions - e++ allows tlle basic building blocks for multi-threaded programming to be neatly packaged as objects whilst multi-threading techniques can be applied to transform objects from passive repositories of functionality into active entities that perform their own internal processing independently of external code. A general background in computing is assumed as well as familiarity with the C language and a basic knowledge of C++ would also be helpful - the more useful facets of the C++ language are introduced on a 'need-to-know' basis but for a fuller exposition than is possible here the reader is advised to rush out and buy the book 'Programming in C++' (ISBN 0859344355).
The Art Of Concurrency
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Author : Clay Breshears
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2009-05-07
The Art Of Concurrency written by Clay Breshears and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-05-07 with Computers categories.
If you're looking to take full advantage of multi-core processors with concurrent programming, this practical book provides the knowledge and hands-on experience you need. The Art of Concurrency is one of the few resources to focus on implementing algorithms in the shared-memory model of multi-core processors, rather than just theoretical models or distributed-memory architectures. The book provides detailed explanations and usable samples to help you transform algorithms from serial to parallel code, along with advice and analysis for avoiding mistakes that programmers typically make when first attempting these computations. Written by an Intel engineer with over two decades of parallel and concurrent programming experience, this book will help you: Understand parallelism and concurrency Explore differences between programming for shared-memory and distributed-memory Learn guidelines for designing multithreaded applications, including testing and tuning Discover how to make best use of different threading libraries, including Windows threads, POSIX threads, OpenMP, and Intel Threading Building Blocks Explore how to implement concurrent algorithms that involve sorting, searching, graphs, and other practical computations The Art of Concurrency shows you how to keep algorithms scalable to take advantage of new processors with even more cores. For developing parallel code algorithms for concurrent programming, this book is a must.