Introduction to Parallel Computing
Author: Vipin Kumar
Publisher: Addison Wesley Longman
Published: 1994
Total Pages: 632
ISBN-13:
DOWNLOAD EBOOKMathematics of Computing -- Parallelism.
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Analysis and Design of Parallel Algorithms
Author: S. Lakshmivarahan
Publisher: McGraw-Hill Companies
Published: 1990
Total Pages: 696
ISBN-13:
DOWNLOAD EBOOKParallel Sorting Algorithms
Author: Selim G. Akl
Publisher: Academic Press
Published: 2014-06-20
Total Pages: 244
ISBN-13: 148326808X
DOWNLOAD EBOOKParallel 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.
Introduction to Parallel Algorithms
Author: C. Xavier
Publisher: John Wiley & Sons
Published: 1998-08-05
Total Pages: 388
ISBN-13: 9780471251828
DOWNLOAD EBOOKParallel 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.
Parallel Algorithms
Author: Henri Casanova
Publisher: CRC Press
Published: 2008-07-17
Total Pages: 360
ISBN-13: 1584889462
DOWNLOAD EBOOKFocusing 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
Parallel Processing and Parallel Algorithms
Author: Seyed H Roosta
Publisher: Springer Science & Business Media
Published: 2012-12-06
Total Pages: 579
ISBN-13: 1461212200
DOWNLOAD EBOOKMotivation 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.
Design and Analysis of Algorithms
Author: Sandeep Sen
Publisher: Cambridge University Press
Published: 2019-05-23
Total Pages: 395
ISBN-13: 1108496822
DOWNLOAD EBOOKFocuses on the interplay between algorithm design and the underlying computational models.
并行程序设计
Author: Foster
Publisher:
Published: 2002
Total Pages: 381
ISBN-13: 9787115103475
DOWNLOAD EBOOK国外著名高等院校信息科学与技术优秀教材
The Design and Analysis of Parallel Algorithms
Author: Selim G. Akl
Publisher:
Published: 1989
Total Pages: 426
ISBN-13:
DOWNLOAD EBOOKMathematics of Computing -- Parallelism.
Fundamentals of Sequential and Parallel Algorithms
Author: Kenneth A. Berman
Publisher: Course Technology
Published: 1997
Total Pages: 0
ISBN-13: 9780534946746
DOWNLOAD EBOOKIntroduction fro ancient to modern times; Elementary data structures; Design analysis of sequential algorithms; Sequential sortin algorithms and their analysis; Introduction to parallel algorithms and architectures; parallel sorting; Expanding the design and analysis of the algorithms toolkit; Introduction, correctness proofs, and recurrence relations;Graphs, digraphs, and sets; Probability and average complexity of agorithms; Introduction to Lower bound theory; Parallel prefix, matix multiplication, and pointer jumping; Major design strategies; The Greedy method; Divide conquer; Dynamic programming; Backtracking and branch-and-bound; Special topics; Heuristic search: A- search, game trees; The dictionary problem: hashing and balanced trees; Probabilistic algorithms; graph algorithms; NP- complete problems and the class NC; The classes NC and P-complete; Closing remarks.
