Load Balancing in a Networked Environment through Homogenization

Details Load Balancing in a Networked Environment through Homogenization Load Balancing in a Networked Environment through Homogenization

2011-03-29

arxiv.org/abs/1103.5743v1

International Conference on Cybernetics and Information Technologies, Systems and Applications Orlando, USA, July 21-25, CITSA

Computer Science

Distributed, Parallel, and Cluster Computing

International Conference on Cybernetics and Information Technologies, Orlando, USA, July 21-25, 2004, Pages 99-104

Scientific paper

Distributed processing across a networked environment suffers from unpredictable behavior of speedup due to heterogeneous nature of the hardware and software in the remote machines. It is challenging to get a better performance from a distributed system by distributing task in an intelligent manner such that the heterogeneous nature of the system do not have any effect on the speedup ratio. This paper introduces homogenization, a technique that distributes and balances the workload in such a manner that the user gets the highest speedup possible from a distributed environment. Along with providing better performance, homogenization is totally transparent to the user and requires no interaction with the system.

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