Application of SVM based NFD in network management platform
Zhang Li · Journal of Computer Applications · 2007
To overcome the deficiency of existing Networks Fault Diagnosis(NFD)scheme in real-time,forecast and intelligence.Networks Fault Diagnosis scheme was designed to apply to the Network Management Platform.The scheme is an application of SVM multi-classification based on binary tree.The efficiency of network monitoring and fault management was improved.The feasibility and availability of this scheme were proved through the test.Powerful capability of early warning was presented to the small samples in the actual measurement;meanwhile higher classifying precision is also to the multiclass NFD.