A Semantic Framework for Test Coverage

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    Abstract

    Since testing is inherently incomplete, test selection has vital importance. Coverage measures evaluate the quality of a test suite and help the tester select test cases with maximal impact at minimum cost. Existing coverage criteria for test suites are usually defined in terms of syntactic characteristics of the implementation under test or its specification. Typical black-box coverage metrics are state and transition coverage of the specification. White-box testing often considers statement, condition and path coverage. A disadvantage of this syntactic approach is that different coverage figures are assigned to systems that are behaviorally equivalent, but syntactically different. Moreover, those coverage metrics do not take into account that certain failures are more severe than others, and that more testing effort should be devoted to uncover the most important bugs, while less critical system parts can be tested less thoroughly. This paper introduces a semantic approach to black box test coverage. Our starting point is a weighted fault model (or WFM), which augments a specification by assigning a weight to each error that may occur in an implementation. We define a framework to express coverage measures that express how well a test suite covers such a specification, taking into account the error weight. Since our notions are semantic, they are insensitive to replacing a specification by one with equivalent behaviour. We present several algorithms that, given a certain minimality criterion, compute a minimal test suite with maximal coverage. These algorithms work on a syntactic representation of WFMs as fault automata. They are based on existing and novel optimization problems. Finally, we illustrate our approach by analyzing and comparing a number of test suites for a chat protocol.
    Original languageEnglish
    Title of host publicationAutomated Technology for Verification and Analysis
    Subtitle of host publication4th International Symposium, ATVA 2006, Beijing, China, October 23-26, 2006. Proceedings
    EditorsSusanne Graf, Wenhui Zhang
    Place of PublicationBerlin
    PublisherSpringer
    Pages399-414
    Number of pages16
    ISBN (Print)978-3-540-47237-7
    DOIs
    Publication statusPublished - 2006
    Event4th International Symposium on Automated Technology for Verification and Analysis, ATVA 2006 - Beijing, China
    Duration: 23 Oct 200626 Oct 2006
    Conference number: 4

    Publication series

    NameLecture Notes in Computer Science
    PublisherSpringer Verlag
    Volume4218
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Other

    Other4th International Symposium on Automated Technology for Verification and Analysis, ATVA 2006
    Abbreviated titleATVA
    CountryChina
    CityBeijing
    Period23/10/0626/10/06

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    Keywords

    • EWI-6937
    • METIS-238175
    • IR-59905

    Cite this

    Brandan Briones, L., Brinksma, H., & Stoelinga, M. I. A. (2006). A Semantic Framework for Test Coverage. In S. Graf, & W. Zhang (Eds.), Automated Technology for Verification and Analysis: 4th International Symposium, ATVA 2006, Beijing, China, October 23-26, 2006. Proceedings (pp. 399-414). (Lecture Notes in Computer Science; Vol. 4218). Berlin: Springer. https://doi.org/10.1007/11901914_30