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Frequency : 12 issues per year
Subject : Computer Applications and Technology
ISSN : 2319–8656 (Online)
Home Archives Volume 5 Issue 5 ijcatr05051013

IJCATR Volume 5 Issue 5

Presenting an Algorithm for Tasks Scheduling in Grid Environment along with Increasing Efficiency by using Fuzzy Models

Abolfazl Jafari Homayoun Motameni Alireza Ghonoodi
10.7753/IJCATR0505.1013
keywords : Grid scheduling, Mamdani fuzzy system, execution time, membership functions

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Nowadays, human faces with huge data. With regard to expansion of computer technology and detectors, some terabytes are produced. In order to response to this demand, grid computing is considered as one of the most important research fields. Grid technology and concepts were used to provide resource subscription between scientific units. The purpose was using resources of grid environment to solve complex problems. In this paper, a new algorithm based on Mamdani fuzzy system has been proposed for tasks scheduling in computing grid. Mamdani fuzzy algorithm is a new technique measuring criteria by using membership functions. In this paper, our considered criterion is response time. The results of proposed algorithm implemented on grid systems indicate priority of the proposed method in terms of validation criteria of scheduling algorithms like ending time of the task and etc. Also, efficiency increases considerably.
@artical{a552016ijcatr05051013,
Title = "Presenting an Algorithm for Tasks Scheduling in Grid Environment along with Increasing Efficiency by using Fuzzy Models",
Journal ="International Journal of Computer Applications Technology and Research(IJCATR)",
Volume = "5",
Issue ="5",
Pages ="312 - 319",
Year = "2016",
Authors ="Abolfazl Jafari Homayoun Motameni Alireza Ghonoodi"}
  • Computing grids provide inexpensive and reliable accessing to others, computing resources.
  • Grid computing is considered as one of the most important research fields.
  • Grid technology and concepts were used to provide resource subscription between scientific units
  • A new algorithm based on Mamdani fuzzy system has been proposed for tasks scheduling in computing grid
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