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Adoption of Model-Based Testing and Abstract Interpretation by a Railway Signalling Manufacturer

Authors: FERRARI, ALESSIO; MAGNANI, GIANLUCA; GRASSO, DANIELE; FANTECHI, ALESSANDRO; Matteo Tempestini;

Adoption of Model-Based Testing and Abstract Interpretation by a Railway Signalling Manufacturer

Abstract

Introduction of formal model-based practices into the development process of a product in a company implicates changes in the verification and validation activities. A testing process that focuses only on code is not comprehensive in a framework where the building blocks of development are models, and industry is currently heading toward more effective strategies to cope with this new reality. This paper reports the experience of a railway signalling manufacturer in changing its unit level verification process from code-based testing to a two-step approach comprising model-based testing and abstract interpretation. Empirical results on different projects, on which the overall development process was progressively tuned, show that the change paid back in terms of verification cost reduction (about 70%), bug detection, and correction capability.

Country
Italy
Keywords

model-based testing, Model based testing, Model-Based Testing, Abstract Interpretation, industrial experience, D.2.4 Software/Program Verification. Formal Methods, abstract interpretation, communication systems, Safety-Critical Software, Code Generation, Railway Signalling

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Top 10%
Average
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