Scientific Programming and Computer Architecture
By:Divakar Viswanath
Published on 2017-07-21 by MIT Press
What makes computer programs fast or slow? To answer this question, we have to get behind the abstractions of programming languages and look at how a computer really works. This book examines and explains a variety of scientific programming models (programming models relevant to scientists) with an emphasis on how programming constructs map to different parts of the computer's architecture. Two themes emerge: program speed and program modularity. Throughout this book, the premise is to |get under the hood,| and the discussion is tied to specific programs. The book digs into linkers, compilers, operating systems, and computer architecture to understand how the different parts of the computer interact with programs. It begins with a review of C/C++ and explanations of how libraries, linkers, and Makefiles work. Programming models covered include Pthreads, OpenMP, MPI, TCP/IP, and CUDA.The emphasis on how computers work leads the reader into computer architecture and occasionally into the operating system kernel. The operating system studied is Linux, the preferred platform for scientific computing. Linux is also open source, which allows users to peer into its inner workings. A brief appendix provides a useful table of machines used to time programs. The book's website (https://github.com/divakarvi/bk-spca) has all the programs described in the book as well as a link to the html text.
This Book was ranked at 21 by Google Books for keyword computer.
Book ID of Scientific Programming and Computer Architecture's Books is 87UsDwAAQBAJ, Book which was written byDivakar Viswanathhave ETAG "vRuc3Hzr6Ec"
Book which was published by MIT Press since 2017-07-21 have ISBNs, ISBN 13 Code is 9780262036290 and ISBN 10 Code is 0262036290
Reading Mode in Text Status is false and Reading Mode in Image Status is true
Book which have "624 Pages" is Printed at BOOK under CategoryComputers
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