Evaluation of the Distributed Case-Based Reasoning System on a Distributed Computing Platform

DisCaRia is a distributed case-based reasoning system used for fault resolution. This system features peer-to-peer and case-based reasoning approaches that provide the capability of exploring various fault data sources and exploiting fault solving knowledge from these distributed sources. This paper focuses on the prototype implementation and the performance evaluation of DisCaRia. The prototype system has been deployed on a distributed computing and storage testbed called EmanicsLab. This paper describes the results obtained from experiments performed on various software bug datasets.