NODE PROFILING BASED ON A KEY PERFORMANCE INDICATOR (KPI)

摘要

Disclosed is a system for profiling one or more nodes based on a Key Performance Indicator (KPI) associated to a node. Initially, a receiving module receives a flag indicating an issue with the KPI of a node present in a network of nodes. An identification module identifies a set of Performance Management (PM) counters influencing the KPI using machine learning based statistical method of correlation. A determination module determines a subset of PM counters, from the set of PM counters, by comparing each PM counter with a corresponding predefined threshold limit. A normalization module normalizes the subset of PM counters by computing a variance of the subset of PM counters. A profile module profiles one or more nodes, present in the network of nodes, by comparing the variance associated to the node with variance corresponding to each of the one or more nodes.