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Scheduling in Parallel Computing Systems

Fuzzy and Annealing Techniques

  • Shaharuddin Salleh
  • Albert Y. Zomaya

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Shaharuddin Salleh, Albert Y. Zomaya
    Pages 1-20
  3. Shaharuddin Salleh, Albert Y. Zomaya
    Pages 21-36
  4. Shaharuddin Salleh, Albert Y. Zomaya
    Pages 37-55
  5. Shaharuddin Salleh, Albert Y. Zomaya
    Pages 57-91
  6. Shaharuddin Salleh, Albert Y. Zomaya
    Pages 93-125
  7. Shaharuddin Salleh, Albert Y. Zomaya
    Pages 127-146
  8. Shaharuddin Salleh, Albert Y. Zomaya
    Pages 147-150
  9. Back Matter
    Pages 151-170

About this book

Introduction

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.

Keywords

combinatorial optimization fuzzy logic logic optimization parallel computing scheduling

Authors and affiliations

  • Shaharuddin Salleh
    • 1
  • Albert Y. Zomaya
    • 2
  1. 1.University of Technology MalaysiaMalaysia
  2. 2.The University of Western AustraliaAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4615-5065-5
  • Copyright Information Kluwer Academic Publishers 1999
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4613-7303-2
  • Online ISBN 978-1-4615-5065-5
  • Series Print ISSN 0893-3405
  • Buy this book on publisher's site