Application of Bayesian Networks to Architectural Optimisation

DSpace/Manakin Repository

Search OPUS


Advanced Search

Browse

My Account

Show simple item record

dc.contributor.author Parakhine, A
dc.contributor.author O'Neill, T
dc.contributor.author Leaney, JR
dc.contributor.editor NA
dc.date.accessioned 2009-11-09T05:35:43Z
dc.date.issued 2007-01
dc.identifier.citation Proceedings of the 20th IEEE International Conference on Engineering of Computer Based Systems (ECBS), 2007, pp. 37 - 44
dc.identifier.isbn 0-7695-2772-8
dc.identifier.other E1 en_US
dc.identifier.uri http://hdl.handle.net/10453/2452
dc.description.abstract The field of optimisation covers a great multitude of principles, methods and frameworks aimed at maximisation of an objective under constraints. However, the classical optimisation can not be easily applied in the context of computer-based systems architecture as there is not enough knowledge concerning the dependencies between non-functional qualities of the system. Out approach is based on the simulation optimisation methodology where the system simulation is first created to assess the current state of the design with respect to the objectives. The results of the simulation are used to construct a Bayesian belief network which effectively becomes a base for an objective function and serves as the main source of the decision support pertaining to the guidance of the optimisation process. The potential effects of each proposed change or combination of changes is then examined by updating and re-evaluating the system simulation
dc.publisher IEEE
dc.relation.isbasedon 10.1109/ECBS.2007.19
dc.title Application of Bayesian Networks to Architectural Optimisation
dc.type Conference Proceeding
dc.parent Proceedings of the 20th IEEE International Conference on Engineering of Computer Based Systems (ECBS)
dc.journal.number en_US
dc.publocation CA, USA en_US
dc.publocation Los Alamitos
dc.publocation CA, USA
dc.publocation CA, USA
dc.publocation CA, USA
dc.identifier.startpage 37 en_US
dc.identifier.endpage 44 en_US
dc.cauo.name FEIT.School of Systems, Management and Leadership en_US
dc.conference Verified OK en_US
dc.conference IEEE/WIC/ACM International Conference on Intelligent Agent Technology
dc.conference IEEE International Conference and Workshop on the Engineering of Computer Based Systems
dc.conference IEEE International Conference and Workshop on the Engineering of Computer Based Systems
dc.conference IEEE International Conference and Workshop on the Engineering of Computer Based Systems
dc.conference.location Tucson, Arizona en_US
dc.for 0803 Computer Software
dc.personcode 010916
dc.personcode 110945
dc.personcode 730376
dc.percentage 100 en_US
dc.classification.name Distributed Computing en_US
dc.classification.type FOR-08 en_US
dc.custom IEEE International Conference and Workshop on the Engineering of Computer Based Systems en_US
dc.date.activity 20070326 en_US
dc.date.activity 2007-11-02
dc.date.activity 2007-03-26
dc.date.activity 2007-03-26
dc.date.activity 2007-03-26
dc.location.activity Tucson, Arizona en_US
dc.location.activity San Jose
dc.location.activity Tucson, Arizona
dc.location.activity Tucson, Arizona
dc.location.activity Tucson, Arizona
dc.description.keywords belief networks optimisation software architecture
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology/School of Software
pubs.organisational-group /University of Technology Sydney/Strength - Human Centred Technology Design
utslib.copyright.status Closed Access
utslib.copyright.date 2015-04-15 12:17:09.805752+10
pubs.consider-herdc true


Files in this item

This item appears in the following Collection(s)

Show simple item record