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Parallel Scientific Computation – A Structured Approach Using BSP - Oxford Scholarship Online
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Parallel Scientific Computation: A Structured Approach Using BSP

Rob H. Bisseling

Abstract

This book explains how to use the bulk synchronous parallel (BSP) model to design and implement parallel algorithms in the areas of scientific computing and big data. Furthermore, it presents a hybrid BSP approach towards new hardware developments such as hierarchical architectures with both shared and distributed memory. The book provides a full treatment of core problems in scientific computing and big data, starting from a high-level problem description, via a sequential solution algorithm to a parallel solution algorithm and an actual parallel program written in the communication library B ... More

Keywords: bulk synchronous parallel, parallel algorithm, parallel programming, scientific computing, big data, supercomputer, graph algorithm, linear system solving

Bibliographic Information

Print publication date: 2020 Print ISBN-13: 9780198788348
Published to Oxford Scholarship Online: October 2020 DOI:10.1093/oso/9780198788348.001.0001

Authors

Affiliations are at time of print publication.

Rob H. Bisseling, author
Professor in scientific computing, Mathematics Institute, Utrecht University