Introduction to Parallel Algorithms and Architectures: Arrays, Trees, Hypercubes [Hardcover]

Frank Thomson Leighton (Author)

Book Description

ISBN-10: 1558601171 | ISBN-13: 978-1558601178 | Publication Date: September 1991 | Edition: 1

This seminal work presents the only comprehensive integration of significant topics in computer architecture and parallel algorithms. The text is written for designers, programmers, and engineers who need to understand these issues at a fundamental level in order to utilize the full power afforded by parallel computation. It will also be an important resource for students and researchers. Writing for an advanced general audience, the author assumes few prerequisites while developing an elegant narrative of fundamental issues in parallel computation and applied algorithm design. The text is organized broadly by classes of network architectures and secondly by application domain. Emphasis is placed on developing a working knowledge of the essential paradigms of parallel computation, with techniques that are largely architecture independent. Basing the discussions on dominant communication networks that are the architectural basis of most parallel computing, the author describes the capabilities and limitations of the network architectures, as well as their use in solving specific algorithmic problems. This organization draws upon the reader's intuition by beginning with the most elementary and natural implementations. Starting with the simplest connection pattern of all-the linear array-and demonstrating its power with a number of illustrative applications, each subsequent algorithm is introduced using the simplest network on which it can be implemented. Throughout, the discussions consider the practical restrictions on hardware, with examples drawn from real implementations on commercially available machines. The thorough discussions and illuminating exercises offer significant insights about the subtleties that are the essence of parallel computing. The result for readers will be an in-depth understanding of parallel algorithms and architecture not available from any other source.

Product Details

• Hardcover: 831 pages
• Publisher: Morgan Kaufmann Pub; 1 edition (September 1991)
• Language: English
• ISBN-10: 1558601171
• ISBN-13: 978-1558601178
• Product Dimensions: 9.3 x 7.5 x 2.3 inches
• Shipping Weight: 4.2 pounds
• Average Customer Review: 5.0 out of 5 stars  See all reviews (1 customer review)
• Amazon Best Sellers Rank: #452,126 in Books (See Top 100 in Books)
  • #79 in Books > Computers & Technology > Hardware > Parallel Processing Computers

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Customer Reviews

Most Helpful Customer Reviews

6 of 6 people found the following review helpful:

5.0 out of 5 stars Solid book, November 20, 1995

By A Customer

This review is from: Introduction to Parallel Algorithms and Architectures: Arrays, Trees, Hypercubes (Hardcover)

This extensive text is a solid introduction to theoretical techniques for analysis combining algorithms and underlying architectures. Asymptotic lower bounds for matrix operations, sorting, queue lengths, routing, etc. on various regular topologies. Highly recommend for graduate text in parallel computing.