Zhuofu Bai

NUMFL: Localizing Faults in Numerical Software Using a Value-Based Causal Model

2015

We present NUMFL, a value-based causal inference model for localizing faults in numerical software. NUMFL combines causal and statistical analyses to characterize the causal effects of individual numerical expressions on failures. Given value-profiles for an …