Loop Parallelization (Paperback, Softcover reprint of the original 1st ed. 1994)

Automatic transformation of a sequential program into a parallel form is a subject that presents a great intellectual challenge and promises a great practical award. There is a tremendous investment in existing sequential programs, and scientists and engineers continue to write their application programs in sequential languages (primarily in Fortran). The demand for higher speedups increases. The job of a restructuring compiler is to discover the dependence structure and the characteristics of the given machine. Much attention has been focused on the Fortran do loop. This is where one expects to find major chunks of computation that need to be performed repeatedly for different values of the index variable. Many loop transformations have been designed over the years, and several of them can be found in any parallelizing compiler currently in use in industry or at a university research facility. The book series on KappaLoop Transformations for Restructuring Compilerskappa provides a rigorous theory of loop transformations and dependence analysis. We want to develop the transformations in a consistent mathematical framework using objects like directed graphs, matrices, and linear equations. Then, the algorithms that implement the transformations can be precisely described in terms of certain abstract mathematical algorithms. The first volume, Loop Transformations for Restructuring Compilers: The Foundations, provided the general mathematical background needed for loop transformations (including those basic mathematical algorithms), discussed data dependence, and introduced the major transformations. The current volume, Loop Parallelization, builds a detailed theory of iteration-level loop transformations based on the material developed in the previous book.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Release date:	December 2010
First published:	1994
Authors:	Utpal Banerjee
Dimensions:	235 x 155 x 10mm (L x W x T)
Format:	Paperback
Pages:	174
Edition:	Softcover reprint of the original 1st ed. 1994
ISBN-13:	978-1-4419-5141-0
Categories:	Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General Books > Computing & IT > Computer hardware & operating systems > Computer architecture & logic design > General
LSN:	1-4419-5141-5
Barcode:	9781441951410

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