System and method of automated fault correction in a network environment

A system for automated fault correction in a network environment, comprising:

• a processor;
• and
• a memory coupled to the processor configured to be capable of executing programmed instructions comprising and stored in the memory to:
• identify a pattern in a set of network events;
• generate a set of substantiating data for the identified pattern;
• identify an occurrence probability value for each network event;
• generate root cause data based on a ranking for the network events using a set of parameters including the occurrence probability;
• perform an automatically configured regression of the root cause data against a set of historic data comprising historic known root cause scenarios;
• select a root cause with a predefined accuracy as an acceptable candidate based on the performed regression;
• and
• present the acceptable candidate for assisted learning for automated fault correction.

A non-transitory computer readable medium having stored thereon instructions for web browser classification comprising executable code that, when executed by one or more processors, causes the one or more processors to:

• identify a pattern in a set of network events;
• generate a set of substantiating data for the identified pattern;
• identify an occurrence probability value for each network event;
• generate root cause data based on a ranking for the network events using a set of parameters including the occurrence probability;
• perform an automatically configured regression of the root cause data against a set of historic data comprising historic known root cause scenarios;
• select a root cause with a predefined accuracy as an acceptable candidate based on the performed regression;
• and
• present the acceptable candidate for assisted learning for automated fault correction.