OPTIMIZING COMPUTING COSTS USING DIVISIBLE LOAD ANALYSIS

Citation
J. Sohn et al., OPTIMIZING COMPUTING COSTS USING DIVISIBLE LOAD ANALYSIS, IEEE transactions on parallel and distributed systems, 9(3), 1998, pp. 225-234
Citations number
45
Categorie Soggetti
Computer Science Theory & Methods","Engineering, Eletrical & Electronic","Computer Science Theory & Methods
ISSN journal
10459219
Volume
9
Issue
3
Year of publication
1998
Pages
225 - 234
Database
ISI
SICI code
1045-9219(1998)9:3<225:OCCUDL>2.0.ZU;2-R
Abstract
A bus oriented network where there is a charge for the amount of divis ible load processed on each processor is investigated. A cost optimal processor sequencing result is found which involves assigning load to processors in nondecreasing order of the cost per load characteristic of each processor. More generally, one can trade cost against solution time. Algorithms are presented to minimize computing cost with an upp er bound on solution time acid to minimize solution time with an upper bound on cost. As an example of the use of this type of analysis, the effect of replacing one fast but expensive processor with a number of cheap but slow processors is also discussed. The type of questions in vestigated here are important for future computer utilities that perfo rm distributed computation for some charge.