Software Engineering - Advanced White-Box Testing Techniques - Software Engineering Micro Specialization
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Software Engineering - Advanced White-Box Testing Techniques

Software Engineering - Advanced White-Box Testing Techniques

The module focuses on advanced white-box testing techniques, specifically emphasizing Condition Testing, Modified Condition/Decision Coverage (MC/DC), Path Testing, Dataflow Testing, and Mutation Testing. These techniques are crucial for ensuring thorough testing of complex software systems, especially in safety-critical environments. Each technique is designed to systematically enhance test case design and effectiveness, thereby improving the reliability and quality of software.

62 sections

Sections

Navigate through the learning materials and practice exercises.

  1. 1
    Software Engineering - Advanced White-Box Testing Techniques

    This section explores advanced white-box testing techniques in software...

  2. 2
    Module Overview

    This module focuses on advanced white-box testing techniques essential for...

  3. 3
    Lecture 56: Condition Testing

    This section covers Condition Testing, an advanced white-box testing...

  4. 3.1
    Learning Objectives

    This section outlines the key learning objectives for understanding advanced...

  5. 3.2
    Topics Covered

    This section discusses advanced white-box testing techniques, particularly...

  6. 3.2.1
    The Inadequacy Of Simpler Coverage For Compound Conditions

    This section discusses the limitations of basic coverage criteria in...

  7. 3.2.2
    Condition Testing: Drilling Down Into Logical Expressions

    Condition Testing is a critical white-box testing technique focused on...

  8. 3.2.3
    Types Of Condition Coverage: Increasing Rigor

    This section discusses various types of condition coverage in white-box...

  9. 3.2.3.1
    Basic Condition Coverage (Bcc)

    Basic Condition Coverage (BCC) is a criterion in white-box testing that...

  10. 3.2.3.2
    Branch/condition Coverage (Bcc + Decision Coverage)

    Branch/Condition Coverage (BCC) is an advanced white-box testing technique...

  11. 3.2.3.3
    Modified Condition/decision Coverage (Mc/dc)

    Modified Condition/Decision Coverage (MC/DC) is a stringent white-box...

  12. 3.2.4
    Practical Derivation Of Test Cases For Condition Testing (Bcc Example)

    This section focuses on condition testing and its application in deriving...

  13. 3.2.5
    Advantages And Limitations Of Condition Testing

    This section covers the benefits and drawbacks of Condition Testing in...

  14. 3.2.5.1

    This section explores the advantages and limitations of Condition Testing,...

  15. 3.2.5.2

    This section discusses the limitations of Condition Testing, highlighting...

  16. 4
    Lecture 57: Mc/dc Coverage

    This section defines Modified Condition/Decision Coverage (MC/DC) and...

  17. 4.1
    Learning Objectives

    This section outlines the key learning objectives of the course module on...

  18. 4.2
    Topics Covered

    This section covers advanced techniques in white-box testing, focusing on...

  19. 4.2.1
    The Imperative For Mc/dc

    MC/DC is a critical testing framework for ensuring reliable software in...

  20. 4.2.2
    Precise Definition Of Modified Condition/decision Coverage (Mc/dc)

    Modified Condition/Decision Coverage (MC/DC) is a rigorous white-box testing...

  21. 4.2.3
    The Principle Of Independent Influence

    This section introduces Modified Condition/Decision Coverage (MC/DC),...

  22. 4.2.4
    Relationship To Other Coverage Criteria

    This section explores the relationship between various white-box testing...

  23. 4.2.5
    Application Context And Industry Mandates

    This section outlines the importance of advanced white-box testing...

  24. 5
    Lecture 58: Mc/dc Testing

    This section provides an comprehensive guide on Modified Condition/Decision...

  25. 5.1
    Learning Objectives

    This section outlines the learning objectives of Condition Testing in...

  26. 5.2
    Topics Covered

    This section explores advanced white-box testing techniques, focusing on...

  27. 5.2.1
    Systematic Test Case Derivation For Mc/dc

    This section provides an in-depth look at the systematic process of deriving...

  28. 5.2.2
    Minimum Number Of Test Cases For Mc/dc

    This section discusses the concept of Modified Condition/Decision Coverage...

  29. 5.2.3
    Challenges And Practical Considerations In Mc/dc Testing

    This section addresses the complexities and practical constraints associated...

  30. 5.2.4
    Benefits And Costs Of Mc/dc Testing

    MC/DC testing provides stringent evaluation standards for software,...

  31. 5.2.4.1
    Significant Benefits

    This section outlines the significant benefits of advanced white-box testing...

  32. 5.2.4.2
    Associated Costs
  33. 6
    Lecture 59: Path Testing

    Path Testing focuses on executing distinct sequences of statements in a...

  34. 6.1
    Learning Objectives

    The Learning Objectives section outlines the key goals for understanding...

  35. 6.2
    Topics Covered

    This section explores advanced white-box testing techniques, focusing on...

  36. 6.2.1
    The Concept Of Program Paths

    This section introduces program paths, focusing on their critical role in...

  37. 6.2.2
    Control Flow Graphs (Cfg)

    Control Flow Graphs (CFGs) are a visual representation of the control flow...

  38. 6.2.2.1

    This section provides a comprehensive overview of advanced white-box testing...

  39. 6.2.2.2
    Construction Of Cfgs

    This section explores the construction of Control Flow Graphs (CFGs) as...

  40. 6.2.2.3
    Significance Of Cfgs

    Control Flow Graphs (CFGs) are essential in white-box testing, allowing for...

  41. 6.2.3
    Independent Paths And Cyclomatic Complexity

    This section discusses the concepts of independent paths and cyclomatic...

  42. 6.2.3.1
    Independent Path (Basis Path)

    This section addresses advanced white-box testing techniques emphasizing...

  43. 6.2.3.2
    Cyclomatic Complexity (Mccabe's Metric)

    Cyclomatic Complexity, developed by Thomas J. McCabe, is a metric used to...

  44. 6.2.4
    Deriving Test Cases For Path Coverage

    This section discusses the process and importance of deriving test cases...

  45. 6.2.5
    Advantages And Limitations Of Path Testing

    Path testing is a white-box technique aimed at assessing the execution...

  46. 6.2.5.1

    This section outlines the advantages and limitations of Condition Testing,...

  47. 6.2.5.2

    This section highlights the limitations of Condition Testing within...

  48. 7
    Lecture 60: Dataflow And Mutation Testing

    This section covers Dataflow Testing and Mutation Testing, two advanced...

  49. 7.1
    Learning Objectives

    This section outlines the learning objectives for advanced white-box testing...

  50. 7.2
    Topics Covered

    This section explores advanced white-box testing techniques essential for...

  51. 7.2.1
    Dataflow Testing

    Dataflow Testing is a white-box technique that focuses on the lifecycle of...

  52. 7.2.1.1
    Introduction To Dataflow Testing

    Dataflow testing is a white-box testing technique focused on tracking the...

  53. 7.2.1.2
    Key Concepts In Dataflow Testing

    Dataflow testing focuses on tracking the usage and lifecycle of variables in...

  54. 7.2.1.3
    Dataflow Coverage Criteria

    Dataflow testing focuses on the usage, definition, and lifecycle of...

  55. 7.2.1.4
    Benefits And Challenges Of Dataflow Testing

    Dataflow testing focuses on tracking the use and definition of variables...

  56. 7.2.2
    Mutation Testing

    Mutation Testing evaluates the effectiveness of existing test suites by...

  57. 7.2.2.1
    Introduction To Mutation Testing

    Mutation Testing is a technique used in white-box testing to evaluate the...

  58. 7.2.2.2
    Key Concepts In Mutation Testing

    Mutation Testing involves injecting faults into software to assess the...

  59. 7.2.2.3
    The Mutation Testing Process

    Mutation testing is a technique that evaluates the effectiveness of a test...

  60. 7.2.2.4
    Advantages And Disadvantages Of Mutation Testing

    Mutation testing evaluates the effectiveness of test suites by introducing...

  61. 7.2.2.4.1
    Significant Advantages

    The section outlines the significant advantages of advanced white-box...

  62. 7.2.2.4.2
    Inherent Disadvantages

    This section discusses the inherent disadvantages of Condition Testing in...

What we have learnt

  • Condition Testing is essential for identifying errors in compound boolean expressions.
  • MC/DC is the highest standard for white-box testing, emphasizing the independent influence of conditions in decision outcomes.
  • Path Testing helps achieve comprehensive execution coverage through systematic identification of independent paths.

Key Concepts

-- Condition Testing
A white-box testing technique aimed at thoroughly verifying the behavior of logical conditions in code, ensuring that each atomic component is evaluated to both true and false.
-- Modified Condition/Decision Coverage (MC/DC)
A rigorous coverage criterion that requires each condition in a Boolean decision to demonstrate independent influence on the decision's outcome.
-- Path Testing
A white-box technique focused on executing distinct sequences of statements within a program by analyzing Control Flow Graphs (CFG) and Cyclomatic Complexity.
-- Dataflow Testing
A technique that traces the lifecycle of variables throughout a program, identifying issues related to variable definitions and usages.
-- Mutation Testing
A method to assess the quality of a test suite by introducing small faults (mutants) into the code and checking whether the existing tests can detect these changes.

Additional Learning Materials

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