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A new time optimizing probabilistic load balancing algorithm in grid computing

Moradi, Mohsen; Abbasi Dezfuli, Mashaala and Safavi, Mohammadhassan LU (2010) 2nd International Conference on Computer Engineering and Technology (ICCET) In International Conference on Computer Engineering and Technology (ICCET), 2010 2nd p.232-237
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... (More)
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. (Less)
Please use this url to cite or link to this publication:
author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
in
International Conference on Computer Engineering and Technology (ICCET), 2010 2nd
pages
6 pages
publisher
IEEE--Institute of Electrical and Electronics Engineers Inc.
conference name
2nd International Conference on Computer Engineering and Technology (ICCET)
external identifiers
  • scopus:77958046507
ISBN
978-1-4244-6349-7
978-1-4244-6347-3
language
English
LU publication?
no
id
f1eba8bd-72be-4a2b-970b-15c67c83b9ea
alternative location
http://10.1109/ICCET.2010.5486187
date added to LUP
2016-11-10 15:08:21
date last changed
2018-05-29 12:18:05
@inproceedings{f1eba8bd-72be-4a2b-970b-15c67c83b9ea,
  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.},
  author       = {Moradi, Mohsen and Abbasi Dezfuli,  Mashaala  and Safavi, Mohammadhassan},
  booktitle    = {International Conference on Computer Engineering and Technology (ICCET), 2010 2nd },
  isbn         = {978-1-4244-6349-7},
  language     = {eng},
  month        = {04},
  pages        = {232--237},
  publisher    = {IEEE--Institute of Electrical and Electronics Engineers Inc.},
  title        = {A new time optimizing probabilistic load balancing algorithm in grid computing},
  year         = {2010},
}