A new load distribution strategy for linear network with communication delays

被引:6
|
作者
Suresh, S. [1 ]
Mani, V. [2 ]
Omkar, S. N. [2 ]
Kim, H. J. [3 ]
Sundararajan, N. [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
[2] Indian Inst Sci, Dept Aerosp Engn, Bangalore 560012, Karnataka, India
[3] Korea Univ, Ctr Informat & Secur Technol, Seoul, South Korea
关键词
Parallel processing; Divisible load theory; Send-and-receive model; Linear networks; Message processing time; GENERALIZED PATCHWORK ALGORITHM; COMPUTATION;
D O I
10.1016/j.matcom.2008.06.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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. (C) 2008 IMACS. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:1488 / 1501
页数:14
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