The Art of High Performance Computing for Computational Science, Vol. 1 Techniques of Speedup and Parallelization for General Purposes /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Geshi, Masaaki (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Subjects: Computer programming.; Chemoinformatics.; Computer simulation.; Programming Techniques.; Computer Applications in Chemistry.; Simulation and Modeling.

This book provides basic and practical techniques of parallel computing and related methods of numerical analysis for researchers who conduct numerical calculation and simulation. Although the techniques provided in this book are field-independent, these methods can be used in fields such as physics...

Table of Contents:

• Chapter 1: High-Performance Computing Basics
• Chapter 2: Basics of MPI Programming
• Chapter 3: Basics of OpenMP Programming
• Chapter 4: Hybrid Parallelization Techniques
• Chapter 5: Application of Techniques for High-Performance Computing
• Chapter 6: Basics and practice of linear algebra calculation library BLAS and LAPACK
• Chapter 7: High performance algorithms for numerical linear algebra
• Chapter 8: Fast Fourier Transform in Large Scale Systems
• Chapter 9: Optimization and Related Topics
• Chapter 10: Techniques concerning computation accuracy.