US Patent Issued to eBay on Sept. 1 for "Machine learning-based infrastructure anomaly and incident detection using multi-dimensional machine metrics" (California Inventor)

ALEXANDRIA, Va., Sept. 1 -- United States Patent no. 12,725,077, issued on Sept. 1, was assigned to eBay Inc. (San Jose, Calif.).

"Machine learning-based infrastructure anomaly and incident detection using multi-dimensional machine metrics" was invented by Ahmed Reda Mohamed Saeid Abdulaal (San Jose, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A machine learning ("ML") pipeline that includes unsupervised learning, supervised learning, and Bayesian learning is utilized to train a ML classifier that can classify machine metrics as being indicative of an anomaly. A boosting process can be utilized during the unsupervised learning portion of the ML pipeline that scores clusters of training data for com...