NETWORK TROUBLESHOOTING WITH UNSUPERVISED LEARNING

Abstract

Aspects of the subject disclosure may include, for example, performing an unsupervised learning by clustering historical call flow failure traces using a clustering algorithm suitable for use with categorical data. When a new call flow failure trace is received, it is assigned to a cluster, and a root cause analysis and solution recommendation is performed based on the cluster to which the new call flow failure trace is assigned. Other embodiments are disclosed.

CPC Classifications