Parallel Processing and Parallel Algorithms: Theory and Computation - Hardcover

Roosta, Seyed H

 
9780387987163: Parallel Processing and Parallel Algorithms: Theory and Computation
Hardcover
ISBN 10: 0387987169 ISBN 13: 9780387987163
Verlag: Springer, 1999

Inhaltsangabe

Motivation It is now possible to build powerful single-processor and multiprocessor systems and use them efficiently for data processing, which has seen an explosive ex­ pansion in many areas of computer science and engineering. One approach to meeting the performance requirements of the applications has been to utilize the most powerful single-processor system that is available. When such a system does not provide the performance requirements, pipelined and parallel process­ ing structures can be employed. The concept of parallel processing is a depar­ ture from sequential processing. In sequential computation one processor is in­ volved and performs one operation at a time. On the other hand, in parallel computation several processors cooperate to solve a problem, which reduces computing time because several operations can be carried out simultaneously. Using several processors that work together on a given computation illustrates a new paradigm in computer problem solving which is completely different from sequential processing. From the practical point of view, this provides sufficient justification to investigate the concept of parallel processing and related issues, such as parallel algorithms. Parallel processing involves utilizing several factors, such as parallel architectures, parallel algorithms, parallel programming lan­ guages and performance analysis, which are strongly interrelated. In general, four steps are involved in performing a computational problem in parallel. The first step is to understand the nature of computations in the specific application domain.

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Verlag
Springer
Erscheinungsdatum
1999
Sprache
Englisch
ISBN 10 
0387987169
ISBN 13 
9780387987163
Einband
Gebundene Ausgabe
Anzahl der Seiten
585
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