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How model-based testing provides better traceability
How model-based testing provides better traceability
By Nicolas Lavabre In News Posted 23 May 2023 0 Comments


 

Requirements traceability is an essential aspect of software development. It involves ensuring that all requirements are accounted for throughout the development lifecycle, from design to testing and implementation. Model-based testing is an approach that can increase requirements traceability in testing.
In this article, we will explore why model-based testing can increase requirements traceability in testing.

Model-based testing is a technique that involves creating a model of the system under test (SUT). The model is used to generate test cases that verify the SUT’s behavior. The process of creating a model requires a detailed understanding of the SUT’s behavior, which can be used to ensure that all requirements are accounted for in testing. Here are some ways that model-based testing can increase requirements traceability in testing:

Mapping requirements to the model

Model-based testing starts with the creation of a model of the SUT. The model describes the SUT’s behavior in terms of inputs, outputs, states, and transitions. The process of creating the model requires a detailed understanding of the SUT’s behavior, which can be used to map the requirements to the model. Like this, it becomes easier to ensure that all requirements are accounted for in testing. Any changes to the requirements can be updated in the model, and the test cases can be regenerated to ensure that the updated requirements are verified.
The requirements covered are highlighted by the model when creating tests.

Traceability matrix

A traceability matrix is a tool used to track the relationship between requirements and the test cases that verify them. The traceability matrix shows the relationship between the requirements and the test cases generated from the model. This makes it easier to ensure that all requirements are accounted for in testing and to track the progress of testing against the requirements. Coverage is always maintained and guaranteed update after update.

Generating test cases from the model

Once the model is created, test cases may be generated automatically from the model. The test cases are designed to cover all possible scenarios that the SUT can encounter. The process of generating test cases from the model ensures that all requirements are verified in testing. Any changes to the requirements can be updated in the model, and the test cases can be regenerated to ensure that the updated requirements are verified.

Automated testing

Model-based testing is a highly automated approach to testing. The test cases are generated from the model, and the testing can be automated using testing tools such as test harnesses, simulators, or other automation frameworks. The automated tests can be run repeatedly and at any time to verify that the SUT is functioning correctly. The automated testing ensures that all requirements are verified in testing and that the test results are consistent and repeatable.

In conclusion, model-based testing can increase requirements traceability in testing by mapping requirements to the model, generating test cases from the model, maintaining a traceability matrix, and automating testing. By increasing requirements traceability, model-based testing can help ensure that all requirements are accounted for in testing, reducing the risk of defects and improving the quality of the product.

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