Pro TBB: C++ Parallel Programming with Threading Building Blocks

Pro TBB: C++ Parallel Programming with Threading Building Blocks

Computers & Technology
ISBN: 1484243978Format: PDFEdition: 1st ed. editionDate: July 17, 2019Pages: 754 pagesLanguage: English

Download Pro TBB: C++ Parallel Programming with Threading Building Blocks


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Book Description

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.

Content

Chapter 1: Jumping Right In: “Hello, TBB!”
Chapter 2: Generic Parallel Algorithms
Chapter 3: Flow Graphs
Chapter 4: TBB and the Parallel Algorithms of the C++ Standard Template Library
Chapter 5: Synchronization: Why and How to Avoid It
Chapter 6: Data Structures for Concurrency
Chapter 7: Scalable Memory Allocation
Chapter 8: Mapping Parallel Patterns to TBB
Chapter 9: The Pillars of Composability
Chapter 10: Using Tasks to Create Your Own Algorithms
Chapter 11: Controlling the Number of Threads Used for Execution
Chapter 12: Using Work Isolation for Correctness and Performance
Chapter 13: Creating Thread-to-Core and Task-to-Thread Affinity
Chapter 14: Using Task Priorities
Chapter 15: Cancellation and Exception Handling
Chapter 16: Tuning TBB Algorithms: Granularity, Locality, Parallelism, and Determinism
Chapter 17: Flow Graphs: Beyond the Basics
Chapter 18: Beef Up Flow Graphs with Async Nodes
Chapter 19: Flow Graphs on Steroids: OpenCL Nodes
Chapter 20: TBB on NUMA Architectures

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Pro TBB: C++ Parallel Programming with Threading Building Blocks
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