Capital one services, llc (20250005428). Machine Learning-Based Synthetic Monitoring

Machine Learning-Based Synthetic Monitoring

Organization Name

capital one services, llc

Inventor(s)

Michael Anthony Young, Jr of Henrico VA US

Matthew Louis Nowak of Midlothian VA US

Christopher Mcdaniel of Glen Allen VA US

Machine Learning-Based Synthetic Monitoring

This abstract first appeared for US patent application 20250005428 titled 'Machine Learning-Based Synthetic Monitoring

Original Abstract Submitted

methods, systems, and apparatuses are described herein for using machine learning processes to improve synthetic monitoring of, e.g., websites. training data may comprise sitemap information for a plurality of different websites and monitoring information that indicates whether, for each of a plurality of different portions of those websites, one or more synthetic monitoring scripts are executed. a machine learning model may be trained using that training data to output whether one or more portions of an input website should be monitored using synthetic monitoring. a sitemap of a first website may be determined and provided as input to the trained first machine learning model. based on output from the trained first machine learning model, a synthetic monitoring script may be determined and executed to monitor at least a first portion of the first website.