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Small Formulas for Large Programs: On-line Constraint ...

Small Formulas for Large Programs: On-line Constraint ...

Impact on Analysis

Impact on Analysis Scalability ● To evaluate impact of on­line simplification on analysis scalability, we ran our program analysis system, Compass, on 811 benchmarks. ● 173,000 LOC ● Programs ranging from 20 to 30,000 lines ● Checked for assertions and various memory safety properties. ● Compared running time of runs that use on­line simplification with runs that do not.

Impact on Analysis Scalability Analysis time (seconds) Programs >100 lines are analyzed faster with simplification. # lines of code Times out at 3600s 2 orders of magnitude improvement

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