PREDICTIVE CAPACITY PLANNING - A PROACTIVE APPROACH

Authors
Citation
Cl. Sia et Ys. Ho, PREDICTIVE CAPACITY PLANNING - A PROACTIVE APPROACH, Information and software technology, 39(3), 1997, pp. 195-204
Citations number
24
Categorie Soggetti
Computer Sciences","Information Science & Library Science","Computer Science Information Systems","Computer Science Software Graphycs Programming
ISSN journal
09505849
Volume
39
Issue
3
Year of publication
1997
Pages
195 - 204
Database
ISI
SICI code
0950-5849(1997)39:3<195:PCP-AP>2.0.ZU;2-5
Abstract
There are a number of difficulties associated with traditional capacit y planning studies which adopt a 'fix-it-later' approach. An underesti mation of the costs of remedial action which produces only incremental improvements is an example of such difficulties. To address these dif ficulties, a proactive approach is proposed which uses a prediction-ba sed performance model within a capacity planning framework to recommen d either the configuration for a new computer system or the reconfigur ation of an installed system. The model used in the framework predicts the resource usage of applications, comprising the potential workload of a system, given the structure of the application programs, the res ource usage of their basic components, and forecasted workload charact eristics. This information is used to identify applications which may compete for certain system resources if they are executed concurrently in the system. By characterizing the resource usage of the forecasted workload, the occurrence of capacity problems may be pre-empted. (C) 1997 Elsevier Science B.V.