Statistically assessing distributed computing approaches

Citation
Tk. Keyser et Rp. Davis, Statistically assessing distributed computing approaches, COM IND ENG, 38(2), 2000, pp. 269-282
Citations number
24
Categorie Soggetti
Engineering Management /General
Journal title
COMPUTERS & INDUSTRIAL ENGINEERING
ISSN journal
03608352 → ACNP
Volume
38
Issue
2
Year of publication
2000
Pages
269 - 282
Database
ISI
SICI code
0360-8352(200007)38:2<269:SADCA>2.0.ZU;2-B
Abstract
This paper investigates the solution of manufacturing scheduling problems u sing different distributed computing schemes. The focus of this paper is on determining the statistically significant effects of a distributed compute r model with respect to elapsed solution time and the amount of problem spa ce investigated. Statistical inferences are drawn with respect to the numbe r of processors and how the problem is partitioned. The best combinations o f the number of processors and partitioning schemes are presented with resp ect to problem scenario and size. Additionally, comparisons are made with r espect to the performance of different configurations of the distributed co mputer model. (C) 2000 Elsevier Science Ltd. All rights reserved.