Northrop Grumman Systems Corporation

Macey C Ruble

Matthew L Welborn

Peter D Anderson

Ann M Pitruzzello

Charles Ethan Hayes

A multi-tier machine learning engine receives signal data characterizing a monitored signal of the computing platform. The machine learning engine can include a plurality of tiers that employ frequency domain analysis on the signal data to identify an application executing on the computing platform and a module and/or loop of the identified application and employ time domain analysis on the signal data to identify timing of events within the identified module and/or loop of the identified application.

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Fuquay Varina, NC, United States of America

Macey C Ruble