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

How to Cite

javanmardi, saeed, Mosleh, M., Shariatmadari, S., & Dashti Rahmat Abadi, S. E. (2013). A novel approach for grid resource management based on fuzzy logic and semantic Technology. International Journal of Innovative Computing, 2(1). https://doi.org/10.11113/ijic.v2n1.11

Issue

Vol. 2 No. 1 (2012): Dec 2012

Section

Computer Science