• May 27, 2016 News!The submission for Special Issue is officially open now!   [Click]
  • May 03, 2016 News!Vol.6, No.6 has been indexed by EI (Inspec).   [Click]
  • Mar 17, 2017 News!Vol.9, No.2 has been published with online version. 13 peer reviewed articles from 4 specific areas are published in this issue.   [Click]
General Information
Prof. Wael Badawy
Department of Computing and Information Systems Umm Al Qura University, Canada
I'm happy to take on the position of editor in chief of IJCTE. We encourage authors to submit papers concerning any branch of computer theory and engineering.
IJCTE 2016 Vol.8(1): 7-13 ISSN: 1793-8201
DOI: 10.7763/IJCTE.2016.V8.1012

Genetic Algorithm Based Bi-Objective Task Scheduling in Hybrid Cloud Platform

Leena V. A., Ajeena Beegom A. S., and Rajasree M. S.
Abstract—Hybrid cloud is a type of the general cloud computing platform, that is composed of both public and private cloud. Scheduling plays a key role in the efficient use of hybrid cloud resources. In this paper, focus is on a scheduling algorithm for hybrid cloud that tries to optimize both execution time and cost. Execution time and cost are conflicting objectives, i.e. when one is made better, the other becomes worse off. Multiobjective evolutionary algorithm is used to find the optimal schedule. The widely used scheduling implementations seen in hybrid cloud try to optimize either execution time or cost, but not both simultaneously. The proposed algorithm is compared with the more widely used scheduling optimization techniques and seen to have much better performance.

Index Terms—Evolutionary optimization algorithms, hybrid cloud, pareto-optimality, scheduling.

Leena V. A. and Ajeena Beegom A. S. are with the College of Engineering, Trivandrum, Kerala, India (e-mail: leena.jaleel@gmail.com, ajeena@cet.ac.in).
Rajasree M. S. is with IIITM-K, Kerala, India (e-mail: rajasree.ms@iiitmk.ac.in).


Cite:Leena V. A., Ajeena Beegom A. S., and Rajasree M. S., "Genetic Algorithm Based Bi-Objective Task Scheduling in Hybrid Cloud Platform," International Journal of Computer Theory and Engineering vol. 8, no. 1, pp. 7-13, 2016.

Copyright © 2008-2015. International Journal of Computer Theory and Engineering. All rights reserved.
E-mail: ijcte@vip.163.com