An Industrial Evaluation of Test Prioritisation Criteria and Metrics

Land, Kathrin; Neumann, Eva-Maria; Ziegltrum, Simon; Li, Huaxia; Vogel‐Heuser, Birgit

doi:10.1109/smc.2019.8914505

Cited by 3 publications

(1 citation statement)

References 11 publications

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“…on situational testing strategy) and supplementing it with data-driven approaches (e.g. analysis results of historic test data) would reduce time, effort and increase efficiency [ 52 ].…”

Section: Towards Combining Data Analysis With Knowledge-based Systemsmentioning

confidence: 99%

Potential for combining semantics and data analysis in the context of digital twins

Vogel‐Heuser

Ocker

Weiss

et al. 2021

Phil. Trans. R. Soc. A.

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Modern production systems can benefit greatly from integrated and up-to-date digital representations. Their applications range from consistency checks during the design phase to smart manufacturing to maintenance support. Such digital twins not only require data, information and knowledge as inputs but can also be considered integrated models themselves. This paper provides an overview of data, information and knowledge typically available throughout the lifecycle of production systems and the variety of applications driven by data analysis, expert knowledge and knowledge-based systems. On this basis, we describe the potential for combining data analysis and knowledge-based systems in the context of production systems and describe two feasibility studies that demonstrate how knowledge-based systems can be created using data analysis. This article is part of the theme issue ‘Towards symbiotic autonomous systems’.

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“…on situational testing strategy) and supplementing it with data-driven approaches (e.g. analysis results of historic test data) would reduce time, effort and increase efficiency [ 52 ].…”

Section: Towards Combining Data Analysis With Knowledge-based Systemsmentioning

confidence: 99%

Potential for combining semantics and data analysis in the context of digital twins

Vogel‐Heuser

Ocker

Weiss

et al. 2021

Phil. Trans. R. Soc. A.

Self Cite

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State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review

2023

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Context: Software regression testing refers to rerunning test cases after the system under test is modified, ascertaining that the changes have not (re-)introduced failures. Not all researchers’ approaches consider applicability and scalability concerns, and not many have produced an impact in practice. Objective: One goal is to investigate industrial relevance and applicability of proposed approaches. Another is providing a live review, open to continuous updates by the community. Method: A systematic review of regression testing studies that are clearly motivated by or validated against industrial relevance and applicability is conducted. It is complemented by follow-up surveys with authors of the selected papers and 23 practitioners. Results: A set of 79 primary studies published between 2016-2022 is collected and classified according to approaches and metrics. Aspects relative to their relevance and impact are discussed, also based on their authors’ feedback. All the data are made available from the live repository that accompanies the study. Conclusions: While widely motivated by industrial relevance and applicability, not many approaches are evaluated in industrial or large-scale open-source systems, and even fewer approaches have been adopted in practice. Some challenges hindering the implementation of relevant approaches are synthesized, also based on the practitioners’ feedback.

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Anforderungsbasierter Test für die Validierung komplexer Automatisierungssysteme

Meinecke

Land

Jumar

et al. 2021

At - Automatisierungstechnik

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Zusammenfassung Es wird eine Methode für die Generierung von Spezifikationsmodellen für den modellbasierten Test von mechatronischen Systemen vorgestellt. Diese wird mit Methoden der Testgenerierung sowie -priorisierung verknüpft, um priorisierte Testfälle zu erzeugen, die für den Test mechatronischer Systeme auf Komponenten- oder Systemebene eingesetzt werden können. Ein modular aufgebauter Testadapter ermöglicht die Testausführung für verschiedene Protokolle. Das Ergebnis ist ein effizienter Testprozess, bei dem der Aufwand für die Erstellung erforderlicher Modelle sowie für die Testdurchführung reduziert werden kann. Anhand eines Beispiels aus der industriellen Automation wird die Anwendung der Methode vorgestellt und evaluiert.

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An Industrial Evaluation of Test Prioritisation Criteria and Metrics

Cited by 3 publications

References 11 publications

Potential for combining semantics and data analysis in the context of digital twins

Potential for combining semantics and data analysis in the context of digital twins

State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review

Anforderungsbasierter Test für die Validierung komplexer Automatisierungssysteme

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