Hypercube Algorithms: With Applications to Image Processing and Pattern Recognition (Bilkent University Lecture Series) - Hardcover

Ranka, Sanjay; Sahni, Sartaj

Hardcover

ISBN 10: 0387973222 ISBN 13: 9780387973227

Publisher: Springer Verlag, 1991

Synopsis

Fundamentals algorithms for SIMD and MIMD hypercubes are developed. These include algorithms for such problems as data broadcasting, data sum, prefix sum, shift, data circulation, data accumulation, sorting, random access reads and writes and data permutation. The fundamental algorithms are then used to obtain efficient hypercube algorithms for matrix multiplication, image processing problems such as convolution, template matching, hough transform, clustering and image processing transformation, and string editing. Most of the algorithms in this book are for hypercubes with the number of processors being a function of problems size. However, for image processing problems, the book also includes algorithms for and MIMD hypercube with a small number of processes. Experimental results on an NCUBE/77 MIMD hypercube are also presented. The book is suitable for use in a one-semester or one-quarter course on hypercube algorithms. For students with no prior exposure to parallel algorithms, it is recommended that one week will be spent on the material in chapter 1, about six weeks on chapter 2 and one week on chapter 3. The remainder of the term can be spent covering topics from the rest of the book.

Edition details

• Publisher: Springer Verlag
• Publication date: 1991
• ISBN 10: 0387973222
• ISBN 13: 9780387973227
• Binding: Hardcover
• Language: English
• Number of pages: 237