Type

Conference Proceedings

Authors

Claus Pahl
Muteer Arshad
Pooyan Jamshidi
Ahmad Aakash
Aakash Ahmad

Subjects

Computer Science

Topics
implicit knowledge discovery knowledge discovery architecture change reuse service driven architecture change patterns metrics usage patterns technical change software engineering evolution knowledge

Graph-based implicit knowledge discovery from architecture change logs (2012)

Abstract Service architectures continuously evolve as a consequence of frequent business and technical change cycles. Architecture change log data represents a source of evolution-centric information in terms of intent, scope and operationalisation to accommodate changing requirements in existing architecture. We investigate change logs in order to analyse operational representation of architecture change instances to discover an implicit evolution-centric knowledge that have been aggregating over time. Change instances from the log are formalised as a typed attributed graph with its node and edge attribution capturing change representation on architecture elements. We exploit graph matching as a knowledge discovery technique in order to i) analyse change operationalisation and its dependencies for ii) discovering recurrent change sequences in the log. We identify potentially reusable, usage-determined change patterns.
Collections Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: Lero: The Irish Software Engineering Research Centre
Ireland -> Dublin City University -> Status = Published
Ireland -> University of Limerick -> Faculty of Science and Engineering
Ireland -> University of Limerick -> LERO
Ireland -> Dublin City University -> Subject = Computer Science: Software engineering
Ireland -> University of Limerick -> LERO - Project partner authors
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres
Ireland -> Dublin City University -> Publication Type = Conference or Workshop Item
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Computing
Ireland -> Dublin City University -> Subject = Computer Science
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing

Full list of authors on original publication

Claus Pahl, Muteer Arshad, Pooyan Jamshidi, Ahmad Aakash, Aakash Ahmad

Experts in our system

1
Claus Pahl
Dublin City University
Total Publications: 191
 
2
Pooyan Jamshidi
Dublin City University
Total Publications: 26