NDLI: A new time optimizing probabilistic load balancing algorithm in grid computing

Content Provider	IEEE Xplore Digital Library
Author	Moradi, M. Dezfuli, M.A. Safavi, M.H.
Copyright Year	2010
Description	Author affiliation: Department of computer, Islamic Azad University,Beyza, Fars, Iran (Moradi, M.) \|\| Department of computer, Islamic Azad University, Science and Research of Khozestan, Iran (Dezfuli, M.A.) \|\| Department of Computer and IT Engineering, Amirkabir University of Technology,Tehran, Iran (Safavi, M.H.)
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.
File Size	734339
File Format	PDF
ISBN	9781424463473
e-ISBN	9781424463497
DOI	10.1109/ICCET.2010.5486187
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-04-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Costs load balancing probable Distributed computing Computing grid Scheduling algorithm Concurrent computing Processor scheduling Parallel processing Load management Grid computing Resource management tree model Energy management
Content Type	Text
Resource Type	Article

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