Scheduling in Parallel Computing Systems

Name: Scheduling in Parallel Computing Systems
Brand: Springer, Berlin
SKU: 9781461373032
Price: 3426 CZK
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Fuzzy and Annealing Techniques

Autor: Shaharuddin Salleh, Albert Y. Zomaya

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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Scheduling in Parallel Computing Systems: Fuzzy and Annealing Techniques advocates the viability of...

Informace o knize

Autor

Shaharuddin Salleh, Albert Y. Zomaya

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2013

Stránek

170

EAN

9781461373032

ISBN

1461373034

Enbook ID

06796862

Vydavatel

Springer, Berlin

Hmotnost

296

Rozměry

155 x 235 x 10

Kompletní popis

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.

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Scheduling in Parallel Computing Systems

Fuzzy and Annealing Techniques

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