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Advanced Scheduling Techniques with the Pliant System for High-Level Grid Brokering

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Abstract

Here we will present advanced scheduling techniques with a weighted fitness function for an adaptive grid meta-brokering using the Pliant system, in order to cope with the high uncertainty ruling current Grid systems. The algorithms are based on the Pliant concept, which is a specific part of fuzzy logic theory. This tool is also capable of creating functions, classifying sets and making decisions. We construct and show how well our new algorithms perform in a grid simulation environment. The results obtained demonstrate that these novel scheduling techniques produce better performance scores, hence the load of Grid systems can be more balanced.

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Author information

Authors and Affiliations

  1. Institute of Informatics, University of Szeged, Árpád tér 2., 6720, Szeged, Hungary

    József Dániel Dombi

  2. MTA SZTAKI, Kende u. 13-17, 1111, Budapest, Hungary

    Attila Kertész

Authors
  1. József Dániel Dombi

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  2. Attila Kertész

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Editor information

Editors and Affiliations

  1. Departament of Systems and Informatics, Polytechnic Institute of Setúbal – INSTICC, Rua do Vale de Chaves - Estefanilha, 2910-761, Setúbal, Portugal

    Joaquim Filipe

  2. IST - Technical University of Lisbon, Av.Rovisco Pais, 1, 1049-001, Lisbon, Portugal

    Ana Fred

  3. School of Computing, Staffordshire University, Baconside, Stafford, UK

    Bernadette Sharp

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© 2011 Springer-Verlag Berlin Heidelberg

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Dombi, J.D., Kertész, A. (2011). Advanced Scheduling Techniques with the Pliant System for High-Level Grid Brokering. In: Filipe, J., Fred, A., Sharp, B. (eds) Agents and Artificial Intelligence. ICAART 2010. Communications in Computer and Information Science, vol 129. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19890-8_13

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Chapter
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eBook
JPY 5719
Price includes VAT (Japan)
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JPY 7149
Price includes VAT (Japan)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
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Tax calculation will be finalised at checkout

Purchases are for personal use only


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