Heterogeneous Computing with OpenCL

Heterogeneous Computing with OpenCL teaches OpenCL and parallel programming for complex systems that may include a variety of device architectures: multi-core CPUs, GPUs, and fully-integrated Accelerated Processing Units (APUs) such as AMD Fusion technology. Designed to work on multiple platforms and with wide industry support, OpenCL will help you more effectively program for a heterogeneous future.

Written by leaders in the parallel computing and OpenCL communities, this book will give you hands-on OpenCL experience to address a range of fundamental parallel algorithms. The authors explore memory spaces, optimization techniques, graphics interoperability, extensions, and debugging and profiling. Intended to support a parallel programming course, Heterogeneous Computing with OpenCL includes detailed examples throughout, plus additional online exercises and other supporting materials.

• Explains principles and strategies to learn parallel programming with OpenCL, from understanding the four abstraction models to thoroughly testing and debugging complete applications.
• Covers image processing, web plugins, particle simulations, video editing, performance optimization, and more.
• Shows how OpenCL maps to an example target architecture and explains some of the tradeoffs associated with mapping to various architectures

• Addresses a range of fundamental programming techniques, with multiple examples and case studies that demonstrate OpenCL extensions for a variety of hardware platforms

Table of Contents

Chapter 1: Introduction to Parallel Programming
Chapter 2: Introduction to OpenCL
Chapter 3: OpenCL Device Architectures
Chapter 4: Basic OpenCL Examples
Chapter 5: Understanding OpenCL’s Concurrency and Execution Model
Chapter 6: Dissecting a CPU/GPU OpenCL Implementation
Chapter 7: OpenCL Case Study
Chapter 8: OpenCL Case Study
Chapter 9: OpenCL Case Study
Chapter 10: OpenCL Case Study
Chapter 11: OpenCL Extensions
Chapter 12: OpenCL Profiling and Debugging
Chapter 13: WebCL