A new time optimizing probabilistic load balancing algorithm in grid computing

Mohsen Moradi, Mashaala Abbasi Dezfuli, Mohammadhassan Safavi

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceedingpeer-review

8 Citations (SciVal)

Abstract

The computing grid is a distributed parallel processing system that share and choosing resources dynamically and provide need of user operation power, cost and quality .grid management resources does as a diagnostic and assigning resources scheduling and resource monitoring in grid . Scheduling process directs tasks to suitable resources. It must take place some how that load work distributed equally on resources to get the maximum interest out of existed resource, establishing load balancing is one the important performance factors in grid resource management efficiency. in this paper , loading indexes and new resource conditions in accordance with synchronous neighbourhood was suggested and also for resource allocation ,a model in accordance with tree and probabilistic scheduling algorithm with load balancing purpose was suggested , that in this algorithm workclass, cost, deadline and herd behaviour have considered. Probabilistic algorithm chooses the resources that have better past and least completion time And leave the duties to it, in case of execution or non-execution on the resource the source will give a reward or punishment. The main purpose of this algorithm is establishing load balancing and reducing the response time and task failure percentage.
Original languageEnglish
Title of host publicationInternational Conference on Computer Engineering and Technology (ICCET), 2010 2nd
PublisherIEEE - Institute of Electrical and Electronics Engineers Inc.
PagesVI-232-VI-237
Number of pages6
ISBN (Electronic)978-1-4244-6349-7
ISBN (Print)978-1-4244-6347-3
DOIs
Publication statusPublished - 2010 Apr 16
Event2nd International Conference on Computer Engineering and Technology (ICCET) - Chengdu, China
Duration: 2010 Aug 162010 Aug 18

Conference

Conference2nd International Conference on Computer Engineering and Technology (ICCET)
Country/TerritoryChina
CityChengdu
Period2010/08/162010/08/18

Subject classification (UKÄ)

  • Computer Engineering

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