Efficient regression testing of distributed real-time reactive systems in the context of model-driven development

Regression testing is indispensable, especially for real-time distributed systems to ensure that existing functionalities are not affected by changes. Despite recent advances, regression testing for distributed systems remains challenging and extremely costly. Existing techniques often require runni...

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Vydáno v:Software and systems modeling Ročník 22; číslo 5; s. 1565 - 1587
Hlavní autoři: Babaei, Majid, Dingel, Juergen
Médium: Journal Article
Jazyk:angličtina
Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.10.2023
Springer Nature B.V
Témata:
Automation
Compilers
Computer networks
Computer Science
Context
Embedded systems
Information Systems Applications (incl.Internet)
Interpreters
IT in Business
Programming Languages
Programming Techniques
Real time
Regression models
Run time (computers)
Software Engineering
Software Engineering/Programming and Operating Systems
Special Section Paper
MDD
Distributed systems
Regression testing
ISSN:1619-1366, 1619-1374
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Shrnutí:Regression testing is indispensable, especially for real-time distributed systems to ensure that existing functionalities are not affected by changes. Despite recent advances, regression testing for distributed systems remains challenging and extremely costly. Existing techniques often require running a failing system several times before detecting a regression. As a result, conventional approaches that use re-execution without considering the inherent non-determinism of distributed systems, and providing no (or low) control over execution are inadequate in many ways. In this paper, we present MRegTest , a replay-based regression testing framework in the context of model-driven development to facilitate deterministic replay of traces for detecting regressions while offering sufficient control for the purpose of testing over the execution of the changed system. The experimental results show that compared to the traditional approaches that annotate traces with timestamps and variable values MRegTest detects almost all regressions while reducing the size of the trace significantly and incurring similar runtime overhead.
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ISSN:1619-1366
1619-1374
DOI:10.1007/s10270-023-01086-5