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© 2019

Pro TBB

C++ Parallel Programming with Threading Building Blocks

  • An open access modern guide to Threading Building Blocks, written by leading engineers and keynote presenters on parallel computing

  • Designed for C++ programmers at all levels of parallel programming experience

  • Understand key concepts in concurrency and how to use TBB to leverage the power of parallel systems

Apress
Open Access
Book

Table of contents

  1. Front Matter
    Pages i-lxvi
  2. Part 1

    1. Front Matter
      Pages 1-1
    2. Michael Voss, Rafael Asenjo, James Reinders
      Pages 3-31 Open Access
    3. Michael Voss, Rafael Asenjo, James Reinders
      Pages 33-78 Open Access
    4. Michael Voss, Rafael Asenjo, James Reinders
      Pages 79-107 Open Access
    5. Michael Voss, Rafael Asenjo, James Reinders
      Pages 109-136 Open Access
    6. Michael Voss, Rafael Asenjo, James Reinders
      Pages 137-178 Open Access
    7. Michael Voss, Rafael Asenjo, James Reinders
      Pages 179-206 Open Access
    8. Michael Voss, Rafael Asenjo, James Reinders
      Pages 207-231 Open Access
    9. Michael Voss, Rafael Asenjo, James Reinders
      Pages 233-248 Open Access
  3. Part 2

    1. Front Matter
      Pages 249-249
    2. Michael Voss, Rafael Asenjo, James Reinders
      Pages 251-276 Open Access
    3. Michael Voss, Rafael Asenjo, James Reinders
      Pages 277-311 Open Access
    4. Michael Voss, Rafael Asenjo, James Reinders
      Pages 313-336 Open Access
    5. Michael Voss, Rafael Asenjo, James Reinders
      Pages 337-356 Open Access
    6. Michael Voss, Rafael Asenjo, James Reinders
      Pages 357-371 Open Access
    7. Michael Voss, Rafael Asenjo, James Reinders
      Pages 373-385 Open Access
    8. Michael Voss, Rafael Asenjo, James Reinders
      Pages 387-410 Open Access
    9. Michael Voss, Rafael Asenjo, James Reinders
      Pages 411-449 Open Access
    10. Michael Voss, Rafael Asenjo, James Reinders
      Pages 451-511 Open Access

About this book

Introduction

This open access book is a modern guide for all C++ programmers to learn Intel 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 Intel Threading Building Blocks 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.  


Keywords

Multicore concurrency parallel parallel programming thread heterogeneous programming algorithms library STL Open access algorithm analysis and problem complexity data structures

Authors and affiliations

  1. 1.AustinUSA
  2. 2.MálagaSpain
  3. 3.PortlandUSA

About the authors

Michael Voss is a Principal Engineer in the Intel Architecture, Graphics and Software Group at Intel. He has been a member of the TBB development team since before the 1.0 release in 2006 and was the initial architect of the TBB flow graph API.  He is also one of the lead developers of Flow Graph Analyzer, a graphical tool for analyzing data flow applications targeted at both homogeneous and heterogeneous platforms. He has co-authored over 40 published papers and articles on topics related to parallel programming and frequently consults with customers across a wide range of domains to help them effectively use the threading libraries provided by Intel.  Prior to joining Intel in 2006, he was an Assistant Professor in the Edward S. Rogers Department of Electrical and Computer Engineering at the University of Toronto. He received his Ph.D. from the School of Electrical and Computer Engineering at Purdue University in 2001.  

Rafael Asenjo, Professor of Computer Architecture at the University of Malaga, Spain, obtained a PhD in Telecommunication Engineering in 1997 and was an Associate Professor at the Computer Architecture Department from 2001 to 2017. He was a Visiting Scholar at the University of Illinois in Urbana-Champaign (UIUC) in 1996 and 1997 and Visiting Research Associate in the same University in 1998. He was also a Research Visitor at IBM T.J. Watson in 2008 and at Cray Inc. in 2011. He has been using TBB since 2008 and over the last five years, he has focused on productively exploiting heterogeneous chips leveraging TBB as the orchestrating framework. In 2013 and 2014 he visited UIUC to work on CPU+GPU chips. In 2015 and 2016 he also started to research into CPU+FPGA chips while visiting U. of Bristol. He served as General Chair for ACM PPoPP'16 and as an Organization Committee member as well as a Program Committee member for several HPC related conferences (PPoPP, SC, PACT, IPDPS, HPCA, EuroPar, and SBAC-PAD). His research interests include heterogeneous programming models and architectures, parallelization of irregular codes and energy consumption.  

James Reinders is a consultant with more than three decades experience in Parallel Computing, and is an author/co-author/editor of nine technical books related to parallel programming.  He has had the great fortune to help make key contributions to two of the world's fastest computers (#1 on Top500 list) as well as many other supercomputers, and software developer tools. James finished 10,001 days (over 27 years) at Intel in mid-2016, and now continues to write, teach, program, and do consulting in areas related to parallel computing (HPC and AI).  

Bibliographic information

Reviews

“Pro TBB … is an invaluable book … . The book provides comprehensive coverage of a full-fledged model of parallelism. Besides the TBB constructs, various mechanisms that address issues of exception handling, task partitioning, concurrent data structures, mutual exclusion, granularity, and task-thread affinity are elaborated and evaluated in great detail. The first part of the book is a light introduction to TBB, and the second part provides an in-depth presentation with examples and a performance analysis of TBB constructs.” (B. Belkhouche, Computing Reviews, July 29, 2021)