Название: Parallel Programming: Concepts and Practice
Автор: Bertil Schmidt, Jorge Gonzalez-Dominguez, Christian Hundt, Moritz Schlarb
Издательство: Morgan Kaufmann
Год: 2018
Страниц: 405
Формат: pdf
Размер: 10 mb
Язык: английский

This book 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.

Key Features
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

Readership
Senior undergraduate students majoring in computer science and computer engineering or taking advanced computing classes in other disciplines; graduate students of any discipline who work with high performance computing (HPC), such as computational science, bioinformatics, computational physics, data science

Table of Contents
Introduction
Theoretical Background
Modern Architectures
C++11 Multithreading
Advanced C++11 Multithreading
OpenMP
Compute Unified Device Architecture
Advance CUDA Programming
Message Passing Interface
Unified Parallel C++