US Patent Issued to Cisco Technology on Oct. 6 for "Machine learning modeling of software installation usage" (California Inventors)

ALEXANDRIA, Va., Oct. 6 -- United States Patent no. 12,754,972, issued on Oct. 6, was assigned to Cisco Technology Inc. (San Jose, Calif.).

"Machine learning modeling of software installation usage" was invented by Yanpei Chen (Sunnyvale, Calif.) and Archana Ganapathi (Palo Alto, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "This document discloses methods and systems for modeling product usage. In one practical application, the systems and methods may be utilized to model product usage based on large volume, machine generated product usage data to optimize product pricing and operations. Specifically, the systems and methods described herein may utilize methods with key components to select the maxi...