ConfDiagnoser: An Automated Configuration Error Diagnosis Tool for Java Software
University of Washington, USA
Track: ACM Student Research Competition
This paper presents ConfDiagnoser, an automated configuration error diagnosis tool for Java software. ConfDiagnoser identifies the root cause of a configuration error a single configuration option that can be changed to produce desired behavior. It uses static analysis, dynamic profiling, and statistical analysis to link the undesired behavior to specific configuration options. ConfDiagnoser differs from existing approaches in two key aspects: it does not require users to provide a testing oracle (to check whether the software functions correctly) and thus is fully-automated; and it can diagnose both crashing and non-crashing errors. We demonstrated ConfDiagnosers accuracy and speed on 5 non-crashing configuration errors and 9 crashing configuration errors from 5 configurable software systems.