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Scheduling In Parallel Computing Systems (Cód: 6326636)

Salleh Shaharuddin; Shaharuddin Salleh; Albert Y. Zomaya

SPRINGER VERLAG POD

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Scheduling In Parallel Computing Systems

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Descrição

Scheduling in Parallel Computing Systems: Fuzzy and Annealing Techniques advocates the viability of using fuzzy and annealing methods in solving scheduling problems for
parallel computing systems. The book proposes new techniques for both static and dynamic scheduling, using emerging paradigms that are inspired by natural phenomena such as fuzzy logic, mean-field annealing, and simulated
annealing. Systems that are designed using such techniques are often referred to in the literature as `intelligent' because of their capability to adapt to sudden changes in their environments. Moreover, most of these
changes cannot be anticipated in advance or included in the original design of the system. Scheduling in Parallel Computing Systems: Fuzzy and Annealing Techniques
provides results that prove such approaches can become viable alternatives to orthodox solutions to the scheduling problem, which are mostly based on heuristics. Although heuristics are robust and reliable when solving
certain instances of the scheduling problem, they do not perform well when one needs to obtain solutions to general forms of the scheduling problem. On the other hand, techniques inspired by natural phenomena have been
successfully applied for solving a wide range of combinatorial optimization problems (e.g. traveling salesman, graph partitioning). The success of these methods motivated their use in this book to solve scheduling problems
that are known to be formidable combinatorial problems. Scheduling in Parallel Computing Systems: Fuzzy and Annealing Techniques is an excellent reference and may be used
for advanced courses on the topic.

Características

Produto sob encomenda Sim
Marca SPRINGER VERLAG POD
Cód. Barras 9780792385332
Altura 23.40 cm
I.S.B.N. 9780792385332
Profundidade 1.27 cm
Referência 9780792385332
Ano da edição 1999
Idioma Inglês
Número de Páginas 188
Peso 0.44 Kg
Largura 15.60 cm
Autor Salleh Shaharuddin; Shaharuddin Salleh; Albert Y. Zomaya