ePrints@IIScePrints@IISc Home | About | Browse | Latest Additions | Advanced Search | Contact | Help

Real-Coded Genetic Algorithms for Optimal Static Load Balancing in Distributed Computing System with Communication Delays

Mani, V and Suresh, S and Kim, HJ (2005) Real-Coded Genetic Algorithms for Optimal Static Load Balancing in Distributed Computing System with Communication Delays. In: Computational Science and Its Applications. ICCSA 2005 (Lecture Notes in Computer Science), 9-12 May, 2005, Singapore, Vol.3483, 269-279.

[img] PDF
Real_codedFeb14th.pdf
Restricted to Registered users only

Download (179Kb) | Request a copy

Abstract

We consider the problem of static load balancing with the objective of minimizing the job response times. The jobs that arrive at a central scheduler are allocated to various processors in the system with certain probabilities. This optimization problem is solved using real-coded genetic algorithms. A comparison of this approach with the standard optimization methods are presented.

Item Type: Conference Paper
Additional Information: Copyright of this article belongs to Springer Verlag.
Department/Centre: Division of Mechanical Sciences > Aerospace Engineering (Formerly, Aeronautical Engineering)
Date Deposited: 26 Apr 2007
Last Modified: 19 Sep 2010 04:35
URI: http://eprints.iisc.ernet.in/id/eprint/9797

Actions (login required)

View Item View Item