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
( m ulti-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
where
is the computation-to-communication ratio of a node in the system. Algorithm
outperforms the classic algorithm in all cases. The algorithm
(s tart-up cost) that is developed herein includes the computation and communication start-up costs. Finally, two algorithms
and
- alternatives> are combined to form algorithm
with even better performance than each.
- alternatives>
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