With multicore processors now in every computer, server, and embedded device, the need for cost-effective, reliable parallel software has never been greater. By explaining key aspects of multicore programming, Fundamentals of Multicore Software Development helps software engineers understand parallel programming and master the multicore challenge.
Accessible to newcomers to the field, the book captures the state of the art of multicore programming in computer science. It covers the fundamentals of multicore hardware, parallel design patterns, and parallel programming in C++, .NET, and Java. It also discusses manycore computing on graphics cards and heterogeneous multicore platforms, automatic parallelization, automatic performance tuning, transactional memory, and emerging applications.
As computing power increasingly comes from parallelism, software developers must embrace parallel programming. Written by leaders in the field, this book provides an overview of the existing and up-and-coming programming choices for multicores. It addresses issues in systems architecture, operating systems, languages, and compilers.
Table of Contents
Introduction, Victor Pankratius, Ali-Reza Adl-Tabatabai, and Walter Tichy
Basics of Parallel Programming
Fundamentals of Multicore Hardware and Parallel Programming, Barry Wilkinson
Parallel Design Patterns, Tim Mattson
Programming Languages for Multicore
Threads and Shared Variables in C++, Hans Boehm
Parallelism in .NET and Java, Judith Bishop
OpenMP, Barbara Chapman and James LaGrone
Programming Heterogeneous Processors
Scalable Manycore Computing with CUDA, Michael Garland, Vinod Grover, and Kevin Skadron
Programming the Cell Processor, Christoph Kessler
Automatic Extraction of Parallelism from Sequential Code, David I. August, Jialu Huang, Thomas B. Jablin, Hanjun Kim, Thomas R. Mason, Prakash Prabhu, Arun Raman, and Yun Zhang
Auto-Tuning Parallel Application Performance, Christoph Schaefer, Victor Pankratius, and Walter Tichy
Transactional Memory, Tim Harris
Emerging Applications, Pradeep Dubey
Victor Pankratius heads the Multicore Software Engineering group at the Karlsruhe Institute of Technology. He is also the elected chairman of the Software Engineering for Parallel Systems (SEPARS) international working group. With a focus on making parallel programming easier, his research encompasses auto-tuning, language design, debugging, and empirical studies.
Ali-Reza Adl-Tabatabai is a senior principal engineer at Intel Corporation, where he leads a team working on compilers and scalable runtimes. His research concentrates on language features that make it easier to build reliable and scalable parallel programs for future multicore architectures.
Walter Tichy is a professor of computer science and head of the Programming Systems group at the Karlsruhe Institute of Technology. He is also a member of the board of directors of software engineering at Forschungszentrum Informatik (FZI), an independent research institution. His research covers tools and methods to simplify the engineering of general-purpose parallel software, including race detection, auto-tuning, and high-level languages for expressing parallelism.
Fundamentals of Multicore Software Development provides a well-organized overview of advances in parallel architectures and software programming. … This reviewer learned much from [the book] and highly recommends it, whether for personal interest or for use as an introductory text.
—Robert Schaefer, ACM SIGSOFT Software Engineering Notes, May 2012
The individual chapters are well written and self contained; they can be read independently yet fit together well into a coherent and logical presentation. Each chapter includes extensive references. … The book will likely appeal most to researchers. …
—Andrew R. Huber, Computing Reviews, March 2012
This book paints a great picture of where we are, and gives more than an inkling of where we may go next. As we gain broader, more general experience with parallel computing based on the foundation presented here, we can be sure that we are helping to rewrite the next chapter — probably the most significant one — in the amazing history of computing.
—From the Foreword by Burton J. Smith, Technical Fellow, Microsoft Corporation