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Parallel Programming: Concepts and Practice

Autor Bertil Schmidt, Jorge Álvaro Gonzalez-Martinez, Christian Hundt, Moritz Schlarb
en Limba Engleză Paperback – 13 noi 2017
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
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Specificații

ISBN-13: 9780128498903
ISBN-10: 0128498900
Pagini: 416
Dimensiuni: 191 x 235 x 24 mm
Greutate: 1.02 kg
Editura: ELSEVIER SCIENCE

Public țintă

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

Cuprins

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++