Sequential and Parallel Algorithms and Data Structures

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Author :
Publisher : Springer Nature
ISBN 13 : 3030252094
Total Pages : 509 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Sequential and Parallel Algorithms and Data Structures by : Peter Sanders

Download or read book Sequential and Parallel Algorithms and Data Structures written by Peter Sanders and published by Springer Nature. This book was released on 2019-08-31 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is a concise introduction to the basic toolbox of structures that allow efficient organization and retrieval of data, key algorithms for problems on graphs, and generic techniques for modeling, understanding, and solving algorithmic problems. The authors aim for a balance between simplicity and efficiency, between theory and practice, and between classical results and the forefront of research. Individual chapters cover arrays and linked lists, hash tables and associative arrays, sorting and selection, priority queues, sorted sequences, graph representation, graph traversal, shortest paths, minimum spanning trees, optimization, collective communication and computation, and load balancing. The authors also discuss important issues such as algorithm engineering, memory hierarchies, algorithm libraries, and certifying algorithms. Moving beyond the sequential algorithms and data structures of the earlier related title, this book takes into account the paradigm shift towards the parallel processing required to solve modern performance-critical applications and how this impacts on the teaching of algorithms. The book is suitable for undergraduate and graduate students and professionals familiar with programming and basic mathematical language. Most chapters have the same basic structure: the authors discuss a problem as it occurs in a real-life situation, they illustrate the most important applications, and then they introduce simple solutions as informally as possible and as formally as necessary so the reader really understands the issues at hand. As they move to more advanced and optional issues, their approach gradually leads to a more mathematical treatment, including theorems and proofs. The book includes many examples, pictures, informal explanations, and exercises, and the implementation notes introduce clean, efficient implementations in languages such as C++ and Java.

Algorithms, Sequential & Parallel

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Author :
Publisher :
ISBN 13 :
Total Pages : 360 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Algorithms, Sequential & Parallel by : Russ Miller

Download or read book Algorithms, Sequential & Parallel written by Russ Miller and published by . This book was released on 2000 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work aims to provide an understanding of the analysis and applications of algorithmic paradigms, to both the traditional sequential model of computing and to a variety of parallel models. Concepts are applied to a broad range of subject areas, including matrix operations.

Algorithms : Sequential & Parallel (2Nd Ed.)

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 9788177226942
Total Pages : 896 pages
Book Rating : 4.2/5 (269 download)

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Book Synopsis Algorithms : Sequential & Parallel (2Nd Ed.) by : Russ Miller

Download or read book Algorithms : Sequential & Parallel (2Nd Ed.) written by Russ Miller and published by John Wiley & Sons. This book was released on 2005-10-11 with total page 896 pages. Available in PDF, EPUB and Kindle. Book excerpt: With multi-core processors replacing traditional processors and the movement to multiprocessor workstations and servers, parallel computing has moved from a specialty area to the core of computer science. In order to provide efficient and cost-effective solutions to problems, algorithms must be designed for multiprocessor systems. Algorithms: Sequential and Parallel provides a state-of-the-art approach to an algorithms course. The book considers algorithms, paradigms, and the analysis of solutions to critical problems for sequential and parallel models of computation in a unified fashion. This gives practicing engineers and scientists, undergraduates, and beginning graduate students a background in algorithms for sequential and parallel algorithms within one text. Prerequisites include fundamentals of data structures, discrete mathematics, and calculus.

Fundamentals of Sequential and Parallel Algorithms

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Author :
Publisher : Course Technology
ISBN 13 : 9780534946746
Total Pages : 0 pages
Book Rating : 4.9/5 (467 download)

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Book Synopsis Fundamentals of Sequential and Parallel Algorithms by : Kenneth A. Berman

Download or read book Fundamentals of Sequential and Parallel Algorithms written by Kenneth A. Berman and published by Course Technology. This book was released on 1997 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction 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.

Parallel Processing and Parallel Algorithms

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Publisher : Springer Science & Business Media
ISBN 13 : 1461212200
Total Pages : 579 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Parallel Processing and Parallel Algorithms by : Seyed H Roosta

Download or read book Parallel Processing and Parallel Algorithms written by Seyed H Roosta and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Algorithms and Data Structures

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540779787
Total Pages : 300 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Algorithms and Data Structures by : Kurt Mehlhorn

Download or read book Algorithms and Data Structures written by Kurt Mehlhorn and published by Springer Science & Business Media. This book was released on 2008-05-27 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms are at the heart of every nontrivial computer application, and algorithmics is a modern and active area of computer science. Every computer scientist and every professional programmer should know about the basic algorithmic toolbox: structures that allow efficient organization and retrieval of data, frequently used algorithms, and basic techniques for modeling, understanding and solving algorithmic problems. This book is a concise introduction addressed to students and professionals familiar with programming and basic mathematical language. Individual chapters cover arrays and linked lists, hash tables and associative arrays, sorting and selection, priority queues, sorted sequences, graph representation, graph traversal, shortest paths, minimum spanning trees, and optimization. The algorithms are presented in a modern way, with explicitly formulated invariants, and comment on recent trends such as algorithm engineering, memory hierarchies, algorithm libraries and certifying algorithms. The authors use pictures, words and high-level pseudocode to explain the algorithms, and then they present more detail on efficient implementations using real programming languages like C++ and Java. The authors have extensive experience teaching these subjects to undergraduates and graduates, and they offer a clear presentation, with examples, pictures, informal explanations, exercises, and some linkage to the real world. Most chapters have the same basic structure: a motivation for the problem, comments on the most important applications, and then simple solutions presented as informally as possible and as formally as necessary. For the more advanced issues, this approach leads to a more mathematical treatment, including some theorems and proofs. Finally, each chapter concludes with a section on further findings, providing views on the state of research, generalizations and advanced solutions.

Fundamentals of Sequential and Parallel Algorithms

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Author :
Publisher :
ISBN 13 : 9780534946753
Total Pages : pages
Book Rating : 4.9/5 (467 download)

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Book Synopsis Fundamentals of Sequential and Parallel Algorithms by : Berman

Download or read book Fundamentals of Sequential and Parallel Algorithms written by Berman and published by . This book was released on 1997-01-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Algorithms and Complexity

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Publisher : World Scientific
ISBN 13 : 9814611263
Total Pages : 228 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Algorithms and Complexity by : Giorgio Ausiello

Download or read book Algorithms and Complexity written by Giorgio Ausiello and published by World Scientific. This book was released on 1990-09-01 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings contains contributions on topics such as the models of computation, analysis and design of sequential and parallel algorithms, data structures and their applications, approximating algorithms and probabilistic analysis, and computational complexity. Contents:Analysis and Implementation of Parallel Uniform Hashing (F Luccio et al)On PVchunk Operations and Matrogenic Graphs (S De Agostino & R Petreschi)Combinatorial Optimization through Algorithms for Exact Problems and Scaling (P M Camerini et al)Optimization, Average Cost and Complexity Classes (M Bonamico et al)Ranking and Formal Power Series (A Bertoni et al)PAC and Mistake Bounded Learning: a Comparison and Applications (P Campadelli & A Morpurgo)and other papers Readership: Computer scientists and mathematicians.

Data Mining for Association Rules and Sequential Patterns

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Publisher : Springer Science & Business Media
ISBN 13 : 1461300851
Total Pages : 259 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Data Mining for Association Rules and Sequential Patterns by : Jean-Marc Adamo

Download or read book Data Mining for Association Rules and Sequential Patterns written by Jean-Marc Adamo and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in data collection, storage technologies, and computing power have made it possible for companies, government agencies and scientific laboratories to keep and manipulate vast amounts of data relating to their activities. This state-of-the-art monograph discusses essential algorithms for sophisticated data mining methods used with large-scale databases, focusing on two key topics: association rules and sequential pattern discovery. This will be an essential book for practitioners and professionals in computer science and computer engineering.

Topics in Parallel and Distributed Computing

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Publisher : Morgan Kaufmann
ISBN 13 : 0128039388
Total Pages : 360 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Topics in Parallel and Distributed Computing by : Sushil K Prasad

Download or read book Topics in Parallel and Distributed Computing written by Sushil K Prasad and published by Morgan Kaufmann. This book was released on 2015-09-16 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Topics in Parallel and Distributed Computing provides resources and guidance for those learning PDC as well as those teaching students new to the discipline. The pervasiveness of computing devices containing multicore CPUs and GPUs, including home and office PCs, laptops, and mobile devices, is making even common users dependent on parallel processing. Certainly, it is no longer sufficient for even basic programmers to acquire only the traditional sequential programming skills. The preceding trends point to the need for imparting a broad-based skill set in PDC technology. However, the rapid changes in computing hardware platforms and devices, languages, supporting programming environments, and research advances, poses a challenge both for newcomers and seasoned computer scientists. This edited collection has been developed over the past several years in conjunction with the IEEE technical committee on parallel processing (TCPP), which held several workshops and discussions on learning parallel computing and integrating parallel concepts into courses throughout computer science curricula. Contributed and developed by the leading minds in parallel computing research and instruction Provides resources and guidance for those learning PDC as well as those teaching students new to the discipline Succinctly addresses a range of parallel and distributed computing topics Pedagogically designed to ensure understanding by experienced engineers and newcomers Developed over the past several years in conjunction with the IEEE technical committee on parallel processing (TCPP), which held several workshops and discussions on learning parallel computing and integrating parallel concepts

Parallel Algorithms for Regular Architectures

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Publisher : MIT Press
ISBN 13 : 9780262132336
Total Pages : 336 pages
Book Rating : 4.1/5 (323 download)

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Book Synopsis Parallel Algorithms for Regular Architectures by : Russ Miller

Download or read book Parallel Algorithms for Regular Architectures written by Russ Miller and published by MIT Press. This book was released on 1996 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parallel-Algorithms for Regular Architectures is the first book to concentrate exclusively on algorithms and paradigms for programming parallel computers such as the hypercube, mesh, pyramid, and mesh-of-trees.

The Design and Analysis of Parallel Algorithms

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Publisher :
ISBN 13 :
Total Pages : 426 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Design and Analysis of Parallel Algorithms by : Selim G. Akl

Download or read book The Design and Analysis of Parallel Algorithms written by Selim G. Akl and published by . This book was released on 1989 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematics of Computing -- Parallelism.

Parallel Algorithms for Irregularly Structured Problems

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540603214
Total Pages : 428 pages
Book Rating : 4.6/5 (32 download)

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Book Synopsis Parallel Algorithms for Irregularly Structured Problems by : Afonso Ferreira

Download or read book Parallel Algorithms for Irregularly Structured Problems written by Afonso Ferreira and published by Springer Science & Business Media. This book was released on 1995-08-25 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings -- Parallel Computing.

Introduction to Parallel Algorithms

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Publisher : John Wiley & Sons
ISBN 13 : 9780471251828
Total Pages : 388 pages
Book Rating : 4.2/5 (518 download)

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Book Synopsis Introduction to Parallel Algorithms by : C. Xavier

Download or read book Introduction to Parallel Algorithms written by C. Xavier and published by John Wiley & Sons. This book was released on 1998-08-05 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Algorithms and Parallel Computing

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Publisher : John Wiley & Sons
ISBN 13 : 0470934638
Total Pages : 372 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Algorithms and Parallel Computing by : Fayez Gebali

Download or read book Algorithms and Parallel Computing written by Fayez Gebali and published by John Wiley & Sons. This book was released on 2011-03-29 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a software gap between the hardware potential and the performance that can be attained using today's software parallel program development tools. The tools need manual intervention by the programmer to parallelize the code. Programming a parallel computer requires closely studying the target algorithm or application, more so than in the traditional sequential programming we have all learned. The programmer must be aware of the communication and data dependencies of the algorithm or application. This book provides the techniques to explore the possible ways to program a parallel computer for a given application.

Computational Complexity of Sequential and Parallel Algorithms

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Publisher :
ISBN 13 :
Total Pages : 248 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Computational Complexity of Sequential and Parallel Algorithms by : Lydia Kronsjö

Download or read book Computational Complexity of Sequential and Parallel Algorithms written by Lydia Kronsjö and published by . This book was released on 1986-04-24 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a compact yet comprehensive survey of major results in the computational complexity of sequential algorithms.

Parallel Algorithms and Architectures

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3112481240
Total Pages : 212 pages
Book Rating : 4.1/5 (124 download)

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Book Synopsis Parallel Algorithms and Architectures by : Andreas Albrecht

Download or read book Parallel Algorithms and Architectures written by Andreas Albrecht and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-01-19 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: