CFP last date
22 April 2024
Call for Paper
May Edition
IJCA solicits high quality original research papers for the upcoming May edition of the journal. The last date of research paper submission is 22 April 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

A New QoS based Load Balancing Approach with Percentage Load Conversion in Grid Heterogeneous System

by Smitha Jha, Ankit Gupta, D. K. Mallick
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 57 - Number 5
Year of Publication: 2012
Authors: Smitha Jha, Ankit Gupta, D. K. Mallick
10.5120/9113-3268

Smitha Jha, Ankit Gupta, D. K. Mallick . A New QoS based Load Balancing Approach with Percentage Load Conversion in Grid Heterogeneous System. International Journal of Computer Applications. 57, 5 ( November 2012), 31-34. DOI=10.5120/9113-3268

@article{ 10.5120/9113-3268,
author = { Smitha Jha, Ankit Gupta, D. K. Mallick },
title = { A New QoS based Load Balancing Approach with Percentage Load Conversion in Grid Heterogeneous System },
journal = { International Journal of Computer Applications },
issue_date = { November 2012 },
volume = { 57 },
number = { 5 },
month = { November },
year = { 2012 },
issn = { 0975-8887 },
pages = { 31-34 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume57/number5/9113-3268/ },
doi = { 10.5120/9113-3268 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:59:41.237436+05:30
%A Smitha Jha
%A Ankit Gupta
%A D. K. Mallick
%T A New QoS based Load Balancing Approach with Percentage Load Conversion in Grid Heterogeneous System
%J International Journal of Computer Applications
%@ 0975-8887
%V 57
%N 5
%P 31-34
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In grid computing, load balancing is a technique to distribute workload evenly across two or more computing nodes, in order to get optimal resource utilization, maximize throughput, minimize response time, and avoid overload. In Grid system, there are queues of jobs waiting for getting resources like storage space, CPU,I/O devices etc. The behaviour or state of the Grid system changes dynamically i. e. from time to time. The bandwidth of the n/w, the no. of jobs, the no. of resources etc. in the system changes dynamically. A new approach with load balancing algorithm with load conversion has been introduced here. This algorithm is applied on different scheduling algorithms using Grid Simulator (Alea 2). With different load conversion percentages in load balancing it has been found that existing scheduling algorithms can performs better if a specified percentage of Load is reallocated depending on the CPU speed of clusters.

References
  1. Resource Management, Scheduling, and Computational Economy [A]. WGCC 2000[C]. Japan, March 15-17, 2000. J. Clerk Maxwell, A Treatise on Electricity and Magnetism, 3rd ed. , vol. 2. Oxford: Clarendon, 1892, pp. 68–73.
  2. Vincenzo Di Martino, Marco Mililoti ,"Scheduling in Grid Computing enviroment using genetic algorithm. " the 16th Int'1 Parallel and Distributed Processing Symp(IPDPS2002),USA. 2002
  3. Vincenzo Di Martino, M Mililotti. ,"Sub-optimal scheduling in a grid using genetic algorithm". Parallel Computing,2004,30(5/6):553~565.
  4. R. Wolski, N. T. Spring, J. Hayes, "The network weather service: a distributed resource performance forecasting service for metacomputing, Future Gen. " Computer. System. 1999,15 (5) : 757–768.
  5. J. Cao, S. A. Jarvis, S. Saini, D. J. Kerbyson, G. R. Nudd,"ARMS:an agent-based resource management system for grid computing, Scientific Programming" ,2002,10 (2) :135–148.
  6. Ajith Abraham, Rajkumar Buyya. ,"Nature's heuristics for scheduling jobs on computational grids". The 8th Int'1 Conf on Advanced Computing and Communications (ADCOM 2000),Cochin,India,2000.
  7. Shijue Zheng,Wanneng Shu and Guangdong Chen," A Load Balanced Method Based on Campus Grid", 2005 International Symposium on Communications and Information Technologies (ISCIT 2005). October 12- 14, Beijing.
  8. Hai-yun Peng, Qian Li ,"One Kind of Improved Load Balancing Algorithm in Grid Computing", International Conference on Network Computing and Information Security, May 2011 pp. 347-351
  9. Dalibor Klusá?ek and Hana Rudová," Alea 2 - Job Scheduling Simulator" In proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques (SIMUTools 2010), ICST, 2010
Index Terms

Computer Science
Information Sciences

Keywords

Grid Scheduling load balancing load conversion Grid Algorithm

Powered by PhDFocusTM