EFSPredictor: Predicting configuration bugs with ensemble feature selection

• Main Authors: XU, Bowen, David LO, XIA, Xin, SUREKA, Ashish, LI, Shanping
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Configuration Bugs; Data Mining; Ensemble Feature Selection; Databases and Information Systems; Data Storage Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/3641; https://ink.library.smu.edu.sg/context/sis_research/article/4643/viewcontent/9644a206.pdf
• Institution: Singapore Management University

The configuration of a system determines the system behavior and wrong configuration settings can adversely impact system's availability, performance, and correctness. We refer to these wrong configuration settings as configuration bugs. The importance of configuration bugs has prompted many re...