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A Deadline based Task Scheduling Algorithm for Heterogeneous Grid Environments

by Rahul Sharma, S. K. Verma
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 89 - Number 5
Year of Publication: 2014
Authors: Rahul Sharma, S. K. Verma
10.5120/15502-4379

Rahul Sharma, S. K. Verma . A Deadline based Task Scheduling Algorithm for Heterogeneous Grid Environments. International Journal of Computer Applications. 89, 5 ( March 2014), 49-54. DOI=10.5120/15502-4379

@article{ 10.5120/15502-4379,
author = { Rahul Sharma, S. K. Verma },
title = { A Deadline based Task Scheduling Algorithm for Heterogeneous Grid Environments },
journal = { International Journal of Computer Applications },
issue_date = { March 2014 },
volume = { 89 },
number = { 5 },
month = { March },
year = { 2014 },
issn = { 0975-8887 },
pages = { 49-54 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume89/number5/15502-4379/ },
doi = { 10.5120/15502-4379 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:08:29.548701+05:30
%A Rahul Sharma
%A S. K. Verma
%T A Deadline based Task Scheduling Algorithm for Heterogeneous Grid Environments
%J International Journal of Computer Applications
%@ 0975-8887
%V 89
%N 5
%P 49-54
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Grid computing is the framework of computer systems that provides high performance computing environment. The challenging issue in grid computing is to design efficient and reliable task scheduling algorithms for efficient utilization of grid computing. In this paper, we are proposing a new Improvised Prioritized Deadline (IPD) based scheduling algorithm for efficient task execution with deadline constraints of users' tasks. The proposed algorithm considers the processing power of the resources while scheduling the tasks. Performance comparison of the algorithm has been done with the other task scheduling algorithms such as Earliest Deadline First (EDF) and Prioritized Based Deadline Scheduling Algorithm (PDSA). The proposed algorithm improves 45%-70% with respect to the average tardiness over the PDSA algorithm. The proposed algorithm also shows good results with respect to the number of non-delayed tasks. In the cases the purposed improvised algorithm has shown good results.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Grid Computing Non-Delayed Tasks Processing Power Tardiness Task Scheduling. .

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