AUTOMATIC SOFTWARE BEHAVIOR IDENTIFICATION USING EXECUTION RECORD

AUTOMATIC SOFTWARE BEHAVIOR IDENTIFICATION USING EXECUTION RECORD

Automatic identification of execution behavior(s) of software. This automatic identification is based on analysis of historical execution records using machine learning to identify a particular pattern that corresponds to an execution behavior. In order to automatically identify an execution behavio...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: MYERS, Del, MOLA, Jordi, RICHARDSON, Leslie Yvette, STERLAND, Andrew R, PINKERTON, James M, DAVIS, Jackson Michael, LAI, Thomas
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Automatic identification of execution behavior(s) of software. This automatic identification is based on analysis of historical execution records using machine learning to identify a particular pattern that corresponds to an execution behavior. In order to automatically identify an execution behavior present within particular software, an execution record of that particular software is accessed. The execution record includes an execution trace that reproducibly represents the execution of the software within a particular execution environment, such that the execution record is usable to rerun the execution of the software precisely as the software previously run. Based on finding the particular pattern within the execution record, the computing system automatically identifies that the execution behavior is present within the software.