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Detection and solution of software performance antipatterns in palladio architectural models


Trubiani, Catia; Koziolek, Anne (2011). Detection and solution of software performance antipatterns in palladio architectural models. In: Proceeding of the second joint WOSP/SIPEW international conference on Performance engineering, Karlsruhe, Germany, 14 March 2011 - 16 March 2011, 19-30.

Abstract

Antipatterns are conceptually similar to patterns in thatthey document recurring solutions to common design problems.Performance Antipatternsdocument, from a performance perspective, common mistakes madeduring software development as well as their solutions.The definition of performance antipatterns concerns softwareproperties that can include static, dynamic, and deploymentaspects. Currently, such knowledge is only used by domain experts;the problem of automatically detecting and solving antipatternswithin an architectural model has not been experimented yet.In this paper we present an approach to automatically detect and solvesoftware performance antipatterns within the Palladio architectural models:the detection of an antipattern providesa software performance feedback to designers, since it suggeststhe architectural alternatives that actually allow to overcomespecific performance problems. We implemented theapproach and a case study is presented todemonstrate its validity. The system performance under studyhas been improved of 50\% by applying antipatterns' solutions.

Abstract

Antipatterns are conceptually similar to patterns in thatthey document recurring solutions to common design problems.Performance Antipatternsdocument, from a performance perspective, common mistakes madeduring software development as well as their solutions.The definition of performance antipatterns concerns softwareproperties that can include static, dynamic, and deploymentaspects. Currently, such knowledge is only used by domain experts;the problem of automatically detecting and solving antipatternswithin an architectural model has not been experimented yet.In this paper we present an approach to automatically detect and solvesoftware performance antipatterns within the Palladio architectural models:the detection of an antipattern providesa software performance feedback to designers, since it suggeststhe architectural alternatives that actually allow to overcomespecific performance problems. We implemented theapproach and a case study is presented todemonstrate its validity. The system performance under studyhas been improved of 50\% by applying antipatterns' solutions.

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Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:03 Faculty of Economics > Department of Informatics
Dewey Decimal Classification:000 Computer science, knowledge & systems
Language:English
Event End Date:16 March 2011
Deposited On:13 Feb 2012 12:20
Last Modified:13 Aug 2017 03:58
Publisher:Association for Computing Machinery
Series Name:Proceedings of the second joint WOSP/SIPEW international conference on Performance engineering
ISBN:978-1-4503-0519-8
Publisher DOI:https://doi.org/10.1145/1958746.1958755
Related URLs:http://icpe2011.ipd.kit.edu/
Other Identification Number:merlin-id:3892

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