Patent ID: 11950122
Assignee: VIAVI SOLUTIONS INC.
Field: Computer technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. A method, comprising:
receiving, by a device, software logs identifying raw data generated by a telecommunications network;
converting, by the device, the raw data from a markup language format to a text format, to generate text data;
changing, by the device, name strings of the text data to a new name;
extracting, by the device, pre-log data, associated with test cases, from the text data;
removing, by the device, files with less than a threshold quantity of lines from the text data to generate modified text data;
extracting, by the device, user equipment (UE) data, associated with a particular quantity of UEs, from the modified text data;
decoding, by the device, radio resource control (RRC) messages in the modified text data to generate decoded RRC messages;
extracting, by the device, marker data, associated with particular markers, from the modified text data;
removing, by the device, files associated with timestamps and a first set of the test cases from the modified text data to generate further modified text data;
extracting, by the device, test case data, associated with a second set of the test cases, from the further modified text data;
generating, by the device, final data with the new name and including the pre-log data, the UE data, the decoded RRC messages, the marker data, and the test case data; and
training, by the device, a deep neural network (DNN) model with the final data to generate a trained DNN model.