Standard
Graph-based implicit knowledge discovery from architecture change logs. /
Ahmad, Aakash; Jamshidi, Pooyan; Arshad, Muteer et al.
Joint 10th Working Conference on Software Architecture, WICSA 2012 and 6th European Conference on Software Architecture, ECSA 2012 - Proceedings Companion Volume. New York: The Association for Computing Machinery, 2012. p. 116-123 (ACM International Conference Proceeding Series).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Harvard
Ahmad, A, Jamshidi, P, Arshad, M & Pahl, C 2012,
Graph-based implicit knowledge discovery from architecture change logs. in
Joint 10th Working Conference on Software Architecture, WICSA 2012 and 6th European Conference on Software Architecture, ECSA 2012 - Proceedings Companion Volume. ACM International Conference Proceeding Series, The Association for Computing Machinery, New York, pp. 116-123, 2012 Joint 10th Working IEEE/IFIP Conference on Software Architecture, WICSA 2012 and the 6th European Conference on Software Architecture, ECSA 2012, Helsinki, Finland,
20/08/12.
https://doi.org/10.1145/2361999.2362024
APA
Vancouver
Ahmad A, Jamshidi P, Arshad M, Pahl C.
Graph-based implicit knowledge discovery from architecture change logs. In Joint 10th Working Conference on Software Architecture, WICSA 2012 and 6th European Conference on Software Architecture, ECSA 2012 - Proceedings Companion Volume. New York: The Association for Computing Machinery. 2012. p. 116-123. (ACM International Conference Proceeding Series). doi: 10.1145/2361999.2362024
Author
Bibtex
@inproceedings{93289dd247354b709589785bbd6708a5,
title = "Graph-based implicit knowledge discovery from architecture change logs",
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.",
keywords = "Evolution knowledge, Reuse, Service-driven architecture",
author = "Aakash Ahmad and Pooyan Jamshidi and Muteer Arshad and Claus Pahl",
year = "2012",
month = aug,
day = "20",
doi = "10.1145/2361999.2362024",
language = "English",
isbn = "9781450315685",
series = "ACM International Conference Proceeding Series",
publisher = "The Association for Computing Machinery",
pages = "116--123",
booktitle = "Joint 10th Working Conference on Software Architecture, WICSA 2012 and 6th European Conference on Software Architecture, ECSA 2012 - Proceedings Companion Volume",
note = "2012 Joint 10th Working IEEE/IFIP Conference on Software Architecture, WICSA 2012 and the 6th European Conference on Software Architecture, ECSA 2012 ; Conference date: 20-08-2012 Through 24-08-2012",
}
RIS
TY - GEN
T1 - Graph-based implicit knowledge discovery from architecture change logs
AU - Ahmad, Aakash
AU - Jamshidi, Pooyan
AU - Arshad, Muteer
AU - Pahl, Claus
PY - 2012/8/20
Y1 - 2012/8/20
N2 - 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.
AB - 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.
KW - Evolution knowledge
KW - Reuse
KW - Service-driven architecture
U2 - 10.1145/2361999.2362024
DO - 10.1145/2361999.2362024
M3 - Conference contribution/Paper
AN - SCOPUS:84866845613
SN - 9781450315685
T3 - ACM International Conference Proceeding Series
SP - 116
EP - 123
BT - Joint 10th Working Conference on Software Architecture, WICSA 2012 and 6th European Conference on Software Architecture, ECSA 2012 - Proceedings Companion Volume
PB - The Association for Computing Machinery
CY - New York
T2 - 2012 Joint 10th Working IEEE/IFIP Conference on Software Architecture, WICSA 2012 and the 6th European Conference on Software Architecture, ECSA 2012
Y2 - 20 August 2012 through 24 August 2012
ER -
