Context-aware neural fault localization

• Main Authors: ZHANG, Zhuo, MAO, Xiaoguang, YAN, Meng, XIA, Xin, LO, David
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Fault localization; graph neural networks; program dependency graphs; suspiciousness; OS and Networks; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/8314; https://ink.library.smu.edu.sg/context/sis_research/article/9317/viewcontent/10132088__1_.pdf
• Institution: Singapore Management University

Numerous fault localization techniques identify suspicious statements potentially responsible for program failures by discovering the statistical correlation between test results (i.e., failing or passing) and the executions of the different statements of a program (i.e., covered or not covered). Th...