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TemPerf: temporal correlation between performance metrics and source code


Cito, Jürgen; Mazlami, Genc; Leitner, Philipp (2016). TemPerf: temporal correlation between performance metrics and source code. In: the 2nd International Workshop, Saarbrücken, Germany, 21 August 2016 - 21 August 2016, 46-47.

Abstract

Today’s rapidly evolving software systems continuously introduce new changes that can potentially degrade performance. Large-scale load testing prior to deployment is supposed to avoid performance regressions in production. However, due to the large input space in parameterized load testing, not all performance regressions can be prevented in practice. To support developers in identifying the change sets that had an impact on performance, we present TemPerf, a tool that correlates performance regressions with change sets by exploiting temporal constraints. It is implemented as an Eclipse IDE plugin that allows developers to visualize performance developments over time and display temporally correlated change sets retrieved from version control and continuous integration platforms.

Abstract

Today’s rapidly evolving software systems continuously introduce new changes that can potentially degrade performance. Large-scale load testing prior to deployment is supposed to avoid performance regressions in production. However, due to the large input space in parameterized load testing, not all performance regressions can be prevented in practice. To support developers in identifying the change sets that had an impact on performance, we present TemPerf, a tool that correlates performance regressions with change sets by exploiting temporal constraints. It is implemented as an Eclipse IDE plugin that allows developers to visualize performance developments over time and display temporally correlated change sets retrieved from version control and continuous integration platforms.

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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:21 August 2016
Deposited On:06 Oct 2016 13:23
Last Modified:31 Aug 2017 11:49
Publisher:ACM Press
ISBN:9781450344111
Publisher DOI:https://doi.org/10.1145/2945408.2945420
Other Identification Number:merlin-id:13547

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