DocumentCode :
744057
Title :
Novel Methods for Divisible Load Distribution with Start-Up Costs on a Complete b-Ary Tree
Author :
Chen, Chi-Yeh ; Chu, Chih-Ping
Author_Institution :
Department of Computer Science and Information Engineering, National Cheng Kung University, No. 1, University Road, Tainan, ROC, Taiwan
Volume :
26
Issue :
10
fYear :
2015
Firstpage :
2836
Lastpage :
2848
Abstract :
This work investigates divisible load distribution using multi-installment processing on complete b -ary tree networks. Classic methods of distributing a divisible load divide the computation and communication processes into multiple time intervals in a pipelined fashion. The algorithm mathbb {M} ( multi-installment) herein uses multi-installment processing with pipelined communication to reduce the initial distribution time and to improve the performance. Closed-form expressions for the parallel processing time and speed-up are derived. This work reveals that the asymptotic speed-up of the proposed algorithm is b\\beta +1 where \\beta is the computation-to-communication ratio of a node in the system. Algorithm mathbb {M} outperforms the classic algorithm in all cases. The algorithm mathbb {S} (start-up cost) that is developed herein includes the computation and communication start-up costs. Finally, two algorithms mathbb {M} and mathbb {S} - alternatives> are combined to form algorithm mathbb {MS} with even better performance than each.
Keywords :
Approximation algorithms; Computational modeling; Load modeling; Multiprocessor interconnection; Parallel processing; Program processors; Vegetation; Divisible load; complete b-ary tree; divisible load; load distribution; multi-installment; pipelined communication;
fLanguage :
English
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1045-9219
Type :
jour
DOI :
10.1109/TPDS.2014.2362137
Filename :
6919308
Link To Document :
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