US Patent Issued to INTERNATIONAL BUSINESS MACHINES on June 10 for "Perform preemptive identification and reduction of risk of failure in computational systems by training a machine learning module" (American, British, Pakistani Inventors)

ALEXANDRIA, Va., June 18 -- United States Patent no. 12,326,795, issued on June 10, was assigned to INTERNATIONAL BUSINESS MACHINES Corp. (Armonk, N.Y.).

"Perform preemptive identification and reduction of risk of failure in computational systems by training a machine learning module" was invented by James E. Olson (Oxford, Conn.), Micah Robison (Tucson, Ariz.), Matthew G. Borlick (Tucson, Ariz.), Lokesh M. Gupta (Tucson, Ariz.), Richard P. Oubre Jr. (San Jose, Calif.), Usman Ahmed (Islamabad) and Richard H. Hopkins (Southampton, Great Britain).

According to the abstract* released by the U.S. Patent & Trademark Office: "A machine learning module is trained by receiving inputs comprising attributes of a computing environment, where the att...