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MC/DC coverage-oriented compiler optimization for symbolic execution

Published: 27 May 2018 Publication History
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  • Abstract

    Compiler optimizations influence the effectiveness and efficiency of symbolic execution. In this extended abstract, we report our recent results of recommending compiler optimizations for symbolic execution w.r.t. MC/DC coverage. We carried out extensive experiments to study the influence of compiler optimizations on MC/DC coverage. Then, an SVM-based optimization recommendation method is designed and implementation. The preliminary experimental results are promising.

    References

    [1]
    C. Cadar. Targeted program transformations for symbolic execution. In ESEC/FSE, pages 906--909, 2015.
    [2]
    C. Cadar, D. Dunbar, and D. Engler. KLEE: Unassisted and automatic generation of high-coverage tests for complex systems programs. In OSDI, pages 209--224, 2008.
    [3]
    S. Dong, O. Olivo, L. Zhang, and S. Khurshid. Studying the influence of standard compiler optimizations on symbolic execution. In ISSRE, pages 205--215, 2015.
    [4]
    P. Godefroid, N. Klarlund, and K. Sen. DART: directed automated random testing. In PLDI, pages 213--223, 2005.
    [5]
    H. Kelly J., V. Dan S., C. John J., and R. Leanna K. A practical tutorial on modified condition/decision coverage. Technical report, 2001.
    [6]
    J. King. Symbolic execution and program testing. Communications of the ACM, 19 (7):385--394, 1976.
    [7]
    Parasoft. Parasoft C/C++test 9.6. https://www.parasoft.com/products/ctest.

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    1. MC/DC coverage-oriented compiler optimization for symbolic execution

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      Published In

      cover image ACM Conferences
      ICSE '18: Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings
      May 2018
      231 pages
      ISBN:9781450356633
      DOI:10.1145/3183440
      • Conference Chair:
      • Michel Chaudron,
      • General Chair:
      • Ivica Crnkovic,
      • Program Chairs:
      • Marsha Chechik,
      • Mark Harman
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 27 May 2018

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      Author Tags

      1. compiler optimization
      2. recommendation
      3. symbolic execution

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      Overall Acceptance Rate 276 of 1,856 submissions, 15%

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