US Patent Issued to Palo Alto Networks on July 14 for "Temporal drift detection" (California Inventors)

ALEXANDRIA, Va., July 14 -- United States Patent no. 12,682,277, issued on July 14, was assigned to Palo Alto Networks Inc. (Santa Clara, Calif.).

"Temporal drift detection" was invented by Nandini Ramanan (San Jose, Calif.) and Claudionor Jose Nunes Coelho Junior (Redwood City, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The present application discloses a method, system, and computer system for determining whether to train a machine learning model. The method includes analyzing a set of data for temporal drift detection, determining that a resultant stationary series has changed from training data, and in response to determining that the resultant stationary series has changed, automatically upda...