Particle Swarm Approach to Scheduling Work-Flow Applications in Distributed Data-Intensive Computing Environments

Authors:
Hongbo Liu;Shichang Sun;Ajith Abraham
Affiliations:
Dalian Maritime University, China/ Dalian University of Technology, China;Dalian University of Technology, China;Dalian Maritime University, China/ Chung-Ang University, Korea
Venue:
ISDA '06 Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications - Volume 02
Year:
2006

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Abstract

The scheduling problem in distributed data-intensive computing environments has been an active research topic due to immense practical applications. In this paper, we model the scheduling problem for work-Flow applications in distributed Data-intensive computing environments (FDSP) and make an attempt to formulate and solve the problem using a particle swarm optimization approach. We illustrate the algorithm performance and trace its feasibility and effectiveness with the help of an example.