Title :
Towards Identifying Root Causes of Faults in Service-Based Applications
Author :
Inzinger, Christian ; Hummer, Waldemar ; Satzger, B. ; Leitner, Philipp ; Dustdar, Schahram
Author_Institution :
Distrib. Syst. Group, Vienna Univ. of Technol., Vienna, Austria
Abstract :
In this paper we study fault localization techniques for identification of incompatible configurations and implementations in service-based applications. We propose an approach using pooled decision trees for localization of faulty service parameter and binding configurations, explicitly addressing temporary and changing fault conditions.
Keywords :
business data processing; decision trees; fault diagnosis; learning (artificial intelligence); service-oriented architecture; software fault tolerance; faulty service parameter localization techniques; incompatible binding configuration identification; pooled decision trees; service-based application faults; temporary-changing fault conditions; Decision trees; Fault diagnosis; Industries; Machine learning; Runtime; Standards; Training;
Conference_Titel :
Reliable Distributed Systems (SRDS), 2012 IEEE 31st Symposium on
Conference_Location :
Irvine, CA
Print_ISBN :
978-1-4673-2397-0
DOI :
10.1109/SRDS.2012.78
