DocumentCode
3144647
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
fYear
2012
fDate
8-11 Oct. 2012
Firstpage
404
Lastpage
405
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Reliable Distributed Systems (SRDS), 2012 IEEE 31st Symposium on
Conference_Location
Irvine, CA
ISSN
1060-9857
Print_ISBN
978-1-4673-2397-0
Type
conf
DOI
10.1109/SRDS.2012.78
Filename
6424885
Link To Document