2008
DOI: 10.5381/jot.2008.7.3.a1
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Detecting Performance Antipatterns in Com-ponent Based Enterprise Systems.

Abstract: We introduce an approach for automatic detection of performance antipatterns. The approach is based on a number of advanced monitoring and analysis techniques. The advanced analysis is used to identify relationships and patterns in the monitored data. This information is subsequently used to reconstruct a design model of the underlying system, which is loaded into a rule engine in order to identify predefined antipatterns. We give results of applying this approach to identify a number of antipatterns in two JE… Show more

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Cited by 79 publications
(16 citation statements)
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“…Based on [15], in another work Parsons et al [16] reconstruct design models as well as run-time paths from gathered monitoring data. Using pattern matching and data mining techniques these artifacts are analyzed to identify performance anti-patterns.…”
Section: Related Workmentioning
confidence: 99%
“…Based on [15], in another work Parsons et al [16] reconstruct design models as well as run-time paths from gathered monitoring data. Using pattern matching and data mining techniques these artifacts are analyzed to identify performance anti-patterns.…”
Section: Related Workmentioning
confidence: 99%
“…It is based on monitoring data from running systems, it extracts the runtime system design and detects EJB antipatterns by applying rules to it. However, the scope of [26] is restricted to such domain (i.e. EJB running applications), and the detection of the performance problems is not allowed earlier in the development process.…”
Section: Related Workmentioning
confidence: 99%
“…Parsons et al [26] present a framework for detecting performance antipatterns, where a rule-based performance diagnosis tool, named Performance Antipattern Detection (PAD), is presented. The approach deals with Component-Based Enterprise Systems, targeting Enterprise Java Bean (EJB) applications only.…”
Section: Related Workmentioning
confidence: 99%
See 1 more Smart Citation
“…For performance prediction of the modeled scenarios, the approach suggests using existing simulation techniques, which are not part of the approach. Based on the COM-PAS framework, two further approaches have been proposed: AQUA, by Diaconescu and Murphy (2005), and PAD, by Parsons and Murphy (2008).…”
Section: Related Workmentioning
confidence: 99%