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A new load distribution strategy for linear network with communication delays

S. Suresh, V. Mani, S.N. Omkar, H.J. Kim and N. Sundararajan

Mathematics and Computers in Simulation (MATCOM), 2009, vol. 79, issue 5, 1488-1501

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.

Keywords: Parallel processing; Divisible load theory; Send-and-receive model; Linear networks; Message processing time (search for similar items in EconPapers)
Date: 2009
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Persistent link: https://EconPapers.repec.org/RePEc:eee:matcom:v:79:y:2009:i:5:p:1488-1501

DOI: 10.1016/j.matcom.2008.06.003

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