A01=Jacques Mohcine Bahi
A01=Raphael Couturier
A01=Sylvain Contassot-Vivier
asynchronous
Asynchronous Algorithms
Asynchronous Executions
Asynchronous Iterations
Asynchronous Version
Author_Jacques Mohcine Bahi
Author_Raphael Couturier
Author_Sylvain Contassot-Vivier
Category=UB
Category=UKC
Category=UMB
Category=UYF
cluster computation
convergence
Convergence Detection
CRAC
DC
detection
distributed computing
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eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
Execution Flow
Execution Times
fixed
Fixed Point Mapping
Gauss Seidel Method
GMRES Algorithm
heterogeneous systems
Iterative Algorithms
iterative solvers
jacobi
Jacobi Algorithm
linear
Local Convergence
mapping
multisplitting technique
numerical linear algebra
Parallel Iterative Algorithm
parallel numerical computation methods
Pm
point
Shared Memory Architecture
Solution Vector
Symmetric Positive Definite
Symmetric Positive Definite Systems
synchronous
Synchronous Algorithm
Synchronous Version
TCP Connection
Verification Phase
versions
Product details
- ISBN 9780367388164
- Weight: 453g
- Dimensions: 156 x 234mm
- Publication Date: 19 Sep 2019
- Publisher: Taylor & Francis Ltd
- Publication City/Country: GB
- Product Form: Paperback
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Focusing on grid computing and asynchronism, Parallel Iterative Algorithms explores the theoretical and practical aspects of parallel numerical algorithms. Each chapter contains a theoretical discussion of the topic, an algorithmic section that fully details implementation examples and specific algorithms, and an evaluation of the advantages and drawbacks of the algorithms. Several exercises also appear at the end of most chapters.
The first two chapters introduce the general features of sequential iterative algorithms and their applications to numerical problems. The book then describes different kinds of parallel systems and parallel iterative algorithms. It goes on to address both linear and nonlinear parallel synchronous and asynchronous iterative algorithms for numerical computation, with an emphasis on the multisplitting approach. The final chapter discusses the features required for efficient implementation of asynchronous iterative algorithms.
Providing the theoretical and practical knowledge needed to design and implement efficient parallel iterative algorithms, this book illustrates how to apply these algorithms to solve linear and nonlinear numerical problems in parallel environments, including local, distant, homogeneous, and heterogeneous clusters.
Jacques Mohcine Bahi, Sylvain Contassot-Vivier, Raphael Couturier
