A new load distribution strategy for linear network with communication delays

A new load distribution strategy for linear network with communication delays

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Article ID: iaor201527000
Volume: 79
Issue: 5
Start Page Number: 1488
End Page Number: 1501
Publication Date: Jan 2009
Journal: Mathematics and Computers in Simulation
Authors: , , , ,
Keywords: networks
Abstract:

In this paper, we propose a new load distribution strategy called ‘send‐and‐receive’ for scheduling divisible loads, in a linear network of processors with communication delay. This strategy is designed to optimally utilize the network resources and thereby minimizes the processing time of entire processing load. A closed‐form expression for optimal size of load fractions and processing time are derived when the processing load originates at processor located in boundary and interior of the network. A condition on processor and link speed is also derived to ensure that the processors are continuously engaged in load distributions. This paper also presents a parallel implementation of ‘digital watermarking problem’ on a personal computer‐based Pentium Linear Network (PLN) topology. Experiments are carried out to study the performance of the proposed strategy and results are compared with other strategies found in literature.

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