Quality estimation helps estimate project cost by predicting defect density and rework effort.
(f) Characteristics of modern testing tools
• Automation support • Regression testing • Reporting & analytics • Integration with CI/CD • Reusability
(g) SQE terms
(i) Mean Time To Failure (MTTF): Average operational time before failure.
(ii) Defect density:
Defect Density=Number of DefectsSize of Software\text{Defect Density} = \frac{\text{Number of Defects}}{\text{Size of Software}}Defect Density=Size of SoftwareNumber of Defects
(h) Quality planning & control
Quality planning: Defines quality goals, standards, and processes.
Quality control: Monitors results and takes corrective actions.
Example: Code reviews to control defect leakage.
SECTION – C (Attempt Any Two) (2 × 15 = 30 Marks)
Q3. Delayed S-Shaped Reliability Growth Model
This model assumes: • Slow defect detection initially • Rapid defect removal in middle • Slow improvement at later stage
Graph: Failure rate vs time shows S-shape curve.
Use: Used when testing starts late or learning curve exists.
Q4. Short Notes
(i) Quality standards & processes
• ISO 9001 • CMMI • Define procedures, audits, and documentation
(ii) Total Quality Management (TQM)
TQM focuses on continuous improvement, customer satisfaction, and involvement of all employees.
(iii) Major SQA activities
• Process definition • Audits & reviews • Metrics collection • Testing support • Documentation control
Q5.
(i) Software verification & validation
Verification
Validation
Are we building it right?
Are we building right product?
Reviews
Testing
Process-focused
User-focused
(ii) Static & dynamic testing tools
Static: • Code review tools • Static analyzers
Dynamic: • Unit testing tools • Performance testing tools
(iii) Proof of correctness
A mathematical technique used to prove that an algorithm or program satisfies its specification.
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