US Patent Issued to Palo Alto Networks on May 12 for "Causality detection for outlier events in telemetry metric data" (California Inventors)

ALEXANDRIA, Va., May 12 -- United States Patent no. 12,626,138, issued on May 12, was assigned to Palo Alto Networks Inc. (Santa Clara, Calif.).

"Causality detection for outlier events in telemetry metric data" was invented by Zhen Han Si (Milpitas, Calif.), Claudionor Jose Nunes Coelho Jr. (Redwood City, Calif.), Viswesh Ananthakrishnan (Palo Alto, Calif.) and Eyal Firstenberg (Palo Alto, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Identifying causal relationships between outlier telemetry events in telemetry metric data using machine learning ensembles of an autoencoder and an attention mechanism provides an automated framework for root cause analysis. Outlier telemetry events are detected across...