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Author | : Selim G. Akl |
Publisher | : Academic Press |
Total Pages | : 244 |
Release | : 2014-06-20 |
Genre | : Reference |
ISBN | : 148326808X |
Download Parallel Sorting Algorithms Book in PDF, ePub and Kindle
Parallel Sorting Algorithms explains how to use parallel algorithms to sort a sequence of items on a variety of parallel computers. The book reviews the sorting problem, the parallel models of computation, parallel algorithms, and the lower bounds on the parallel sorting problems. The text also presents twenty different algorithms, such as linear arrays, mesh-connected computers, cube-connected computers. Another example where algorithm can be applied is on the shared-memory SIMD (single instruction stream multiple data stream) computers in which the whole sequence to be sorted can fit in the respective primary memories of the computers (random access memory), or in a single shared memory. SIMD processors communicate through an interconnection network or the processors communicate through a common and shared memory. The text also investigates the case of external sorting in which the sequence to be sorted is bigger than the available primary memory. In this case, the algorithms used in external sorting is very similar to those used to describe internal sorting, that is, when the sequence can fit in the primary memory, The book explains that an algorithm can reach its optimum possible operating time for sorting when it is running on a particular set of architecture, depending on a constant multiplicative factor. The text is suitable for computer engineers and scientists interested in parallel algorithms.
Author | : Selim G. Akl |
Publisher | : |
Total Pages | : 426 |
Release | : 1989 |
Genre | : Computers |
ISBN | : |
Download The Design and Analysis of Parallel Algorithms Book in PDF, ePub and Kindle
Mathematics of Computing -- Parallelism.
Author | : Justin R. Smith |
Publisher | : |
Total Pages | : 538 |
Release | : 1993 |
Genre | : Computers |
ISBN | : |
Download The Design and Analysis of Parallel Algorithms Book in PDF, ePub and Kindle
The main focus is on the development of parallel algorithms on massively parallel computers, although some architectural issues are addressed. SIMD parallel algorithms are discussed in several general areas of application: numerical and scientific computing, including matrix algorithms and numerical solutions to partial differential equations; and symbolic areas, including graph algorithms, symbolic computation, and sorting. Exercises are provided with selected answers. Annotation copyright by Book News, Inc., Portland, OR
Author | : Vipin Kumar |
Publisher | : Addison Wesley Longman |
Total Pages | : 632 |
Release | : 1994 |
Genre | : Computers |
ISBN | : |
Download Introduction to Parallel Computing Book in PDF, ePub and Kindle
Mathematics of Computing -- Parallelism.
Author | : Henri Casanova |
Publisher | : CRC Press |
Total Pages | : 360 |
Release | : 2008-07-17 |
Genre | : Computers |
ISBN | : 1584889462 |
Download Parallel Algorithms Book in PDF, ePub and Kindle
Focusing on algorithms for distributed-memory parallel architectures, Parallel Algorithms presents a rigorous yet accessible treatment of theoretical models of parallel computation, parallel algorithm design for homogeneous and heterogeneous platforms, complexity and performance analysis, and essential notions of scheduling. The book extract
Author | : C. Xavier |
Publisher | : John Wiley & Sons |
Total Pages | : 388 |
Release | : 1998-08-05 |
Genre | : Computers |
ISBN | : 9780471251828 |
Download Introduction to Parallel Algorithms Book in PDF, ePub and Kindle
Parallel algorithms Made Easy The complexity of today's applications coupled with the widespread use of parallel computing has made the design and analysis of parallel algorithms topics of growing interest. This volume fills a need in the field for an introductory treatment of parallel algorithms-appropriate even at the undergraduate level, where no other textbooks on the subject exist. It features a systematic approach to the latest design techniques, providing analysis and implementation details for each parallel algorithm described in the book. Introduction to Parallel Algorithms covers foundations of parallel computing; parallel algorithms for trees and graphs; parallel algorithms for sorting, searching, and merging; and numerical algorithms. This remarkable book: * Presents basic concepts in clear and simple terms * Incorporates numerous examples to enhance students' understanding * Shows how to develop parallel algorithms for all classical problems in computer science, mathematics, and engineering * Employs extensive illustrations of new design techniques * Discusses parallel algorithms in the context of PRAM model * Includes end-of-chapter exercises and detailed references on parallel computing. This book enables universities to offer parallel algorithm courses at the senior undergraduate level in computer science and engineering. It is also an invaluable text/reference for graduate students, scientists, and engineers in computer science, mathematics, and engineering.
Author | : M H Alsuwaiyel |
Publisher | : World Scientific |
Total Pages | : 400 |
Release | : 2022-05-30 |
Genre | : Computers |
ISBN | : 9811252998 |
Download Parallel Algorithms Book in PDF, ePub and Kindle
This book is an introduction to the field of parallel algorithms and the underpinning techniques to realize the parallelization. The emphasis is on designing algorithms within the timeless and abstracted context of a high-level programming language. The focus of the presentation is on practical applications of the algorithm design using different models of parallel computation. Each model is illustrated by providing an adequate number of algorithms to solve some problems that quite often arise in many applications in science and engineering.The book is largely self-contained, presuming no special knowledge of parallel computers or particular mathematics. In addition, the solutions to all exercises are included at the end of each chapter.The book is intended as a text in the field of the design and analysis of parallel algorithms. It includes adequate material for a course in parallel algorithms at both undergraduate and graduate levels.
Author | : Sandeep Sen |
Publisher | : Cambridge University Press |
Total Pages | : 395 |
Release | : 2019-05-23 |
Genre | : Computers |
ISBN | : 1108496822 |
Download Design and Analysis of Algorithms Book in PDF, ePub and Kindle
Focuses on the interplay between algorithm design and the underlying computational models.
Author | : S. Lakshmivarahan |
Publisher | : McGraw-Hill Companies |
Total Pages | : 696 |
Release | : 1990 |
Genre | : Computers |
ISBN | : |
Download Analysis and Design of Parallel Algorithms Book in PDF, ePub and Kindle
Author | : Seyed H Roosta |
Publisher | : Springer Science & Business Media |
Total Pages | : 579 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 1461212200 |
Download Parallel Processing and Parallel Algorithms Book in PDF, ePub and Kindle
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.