Mobile wireless network maintenance using large language model-based network protocol analysis tool

Abstract

A system and method for detecting and correcting communications network protocol problems is described that is carried out based upon protocol packet trace log data provided by a network, parsed by an automated parsing tool, and processed by a large language model-based (LLM-based) protocol analysis tool trained using protocol analysis text. The method includes acquiring protocol packet trace information for a plurality of obtained protocol trace packets; parsing the protocol packet trace information for each of the plurality of obtained protocol trace packets to obtain a combined set of protocol event description structures; presenting a submission to the LLM-based protocol analysis tool to obtain a responsive structured text response that is based upon an LLM of the LLM-based protocol analysis tool processing the submission; and performing, in accordance with the responsive structured text response, a remedial operation with respect to the communications network protocol configuration.