US Patent Issued to Dell Products on April 14 for "Machine learning-based processing of logs containing unstructured text data" (American, Irish Inventors)

ALEXANDRIA, Va., April 15 -- United States Patent no. 12,602,419, issued on April 14, was assigned to Dell Products LP (Round Rock, Texas).

"Machine learning-based processing of logs containing unstructured text data" was invented by Praveen Prabha Ravindran (Austin, Texas) and John Hickie (Dublin).

According to the abstract* released by the U.S. Patent & Trademark Office: "An apparatus comprises at least one processing device configured to obtain logs comprising unstructured text data characterizing issues encountered on information technology assets, to generate, utilizing a transformer-based machine learning model, embeddings for the logs, to select, based on cluster validation metrics determined by processing the embeddings, a target ...