Parallel Programming: Concepts and Practice

ISBN-13: 9780128498903 / Angielski / Miękka / 2017 / 416 str.

Bertil Schmidt; Jorge Gonzalez-Dominguez; Christian Hundt

Opis

Parallel Programming: Concepts and Practice 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.

• 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

Spis treści

1. Introduction2. Theoretical Background3. Modern Architectures4. C++11 Multithreading5. Advanced C++11 Multithreading6. OpenMP7. Compute Unified Device Architecture8. Advance CUDA Programming9. Message Passing Interface10. Unified Parallel C++