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Case Study
 
Reducing test execution time through Six Sigma
 
 
The customer
US-based technology leader in enterprise databases
 
The challenge
For a feature of the RDBMS
Reduce test execution time from 48 hours to less than 4 hours
Optimize number of test cases from 117 to less than 50
Across multiple platforms of different configurations
Responsible for entire test cycle: System test strategy, test case optimization & implementation
 
The solution
Re-writing test cases using Orthogonal Arrays (OA) - Identified 13 parameters and 36 test cases
Used Design of Experiments (DOE) - search strategy to determine source of defect
 
The benefits
Execution time is reduced by 90%
Result analysis time reduced by 80%
95% code coverage
40% increase in overall productivity

  Existing OA
# test cases 117 38
LOC for test cases 28122 1367
Execution time 8 hours 25 minutes
Source lines covered 166579 92575
 
 
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