Fault representation in case-based reasoning

Authors:
Ha Manh Tran;Jürgen Schönwälder
Affiliations:
Computer Science, Jacobs University Bremen, Germany;Computer Science, Jacobs University Bremen, Germany
Venue:
DSOM'07 Proceedings of the Distributed systems: operations and management 18th IFIP/IEEE international conference on Managing virtualization of networks and services
Year:
2007

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Abstract

Our research aims to assist operators in finding solutions for faults using distributed case-based reasoning. One key operation of the distributed case-based reasoning system is to retrieve similar faults and solutions from various online knowledge sources. In this paper, we propose a multi-vector representation method which employs various semantic and feature vectors to exploit the characteristics of faults described in semi-structured data. Experiments show that this method performs well in fault retrieval.