A novel approach for grid resource management based on fuzzy logic and semantic Technology

Authors

  • saeed javanmardi Department of Computer Engineering, Dezful Branch, Islamic Azad University, Dezful, Iran.
  • Mohammad Mosleh Department of Computer Engineering, Dezful branch, Islamic Azad University, Dezful, Iran
  • Shahdad Shariatmadari Department of Computer Science and Information Technology, University Putra Malaysia,Serdang, Malaysia
  • Seyyed Ebrahim Dashti Rahmat Abadi Faculty Member of Department of computer science ,Islamic Azad University, Jahrom Branch

DOI:

https://doi.org/10.11113/ijic.v2n1.11

Abstract

one of the important challenges in grid is quality of

service (QoS) for all the accepted users or applications, while

increasing the utilization of resources through resource sharing.

An effective resource management approach must guarantee the

QoS and balance the load among grid nodes which are frequently

highly dynamic and heterogeneous. Grid resources are

commonly varied regarding their software and hardware

formations. Collecting and supervision of these resources, and

discovering appropriate resources is an important topic. So

semantic can be very useful for resource discovery and resource

selection. Fuzzy theory is another intelligent approach which

shows uncertainty in Phenomena. In this paper, a novel

approach, which is using semantic and fuzzy theory, is proposed

to discover grid resource in Grid environment. Search

expressiveness, efficiency and scalability, precision and also

discover more related resources are the characteristics of the

proposed framework.

Author Biographies

  • saeed javanmardi, Department of Computer Engineering, Dezful Branch, Islamic Azad University, Dezful, Iran.

    Saeed Javanmardi

     

     

    was born in

    Shiraz, Iran. He received his

    MSC degree in computer

    engineering from Dezful

    University, Iran. His research

    interests are in Semantic Web,

    Fuzzy theory, Grid resource

    discovery based on P2P and

    Service oriented architecture.

  • Mohammad Mosleh, Department of Computer Engineering, Dezful branch, Islamic Azad University, Dezful, Iran

    Mohammad Mosleh

     

     

    received

    his PhD degree in computer

    engineering at the Islamic Azad

    University, Science and Research

    Branch, Tehran, in 2010. He is

    assistant professor in the

    department of computer

    engineering at the Islamic Azad

    University, Dezfoul Branch. His

    main research interests are in the

    areas of Speech Processing,

    Semantic Web, Machine

    Learning, Intelligent Systems and

    Audio Watermarking.

  • Shahdad Shariatmadari, Department of Computer Science and Information Technology, University Putra Malaysia,Serdang, Malaysia

    Shahdad Shariatmadari

     

     

    is a

    faculty member in department of

    computer engineering, Azad

    university, Shiraz, Iran. His

    research interests are in semantic

    web, ontology engineering, and

    semantic search and database

    systems.

  • Seyyed Ebrahim Dashti Rahmat Abadi, Faculty Member of Department of computer science ,Islamic Azad University, Jahrom Branch

    Seyyed ebrahim dashti rahmat abadi

    is a faculty member in department of computer engineering, Azad university, Jahrom, Iran. His research interests are in grid computing and cloud computing.

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Published

2013-03-22

Issue

Section

Computer Science

How to Cite

A novel approach for grid resource management based on fuzzy logic and semantic Technology. (2013). International Journal of Innovative Computing, 2(1). https://doi.org/10.11113/ijic.v2n1.11