A Hidden Markov Model based Runtime Monitoring tool
NPS-CS-16-001.pdf (674.5Kb)Abstract
Runtime Monitoring (RM), also known as Runtime Verification (RV), is the process of monitoring and verifying the sequencing and temporal behavior of an underlying application and comparing it to the correct behavior as specified by a formal specification pattern. Hidden Markov Model (HMM) based RM enables the monitoring of systems with both visible and hidden data, using the same formal specifications used by deterministic RM. Hence, with HMM-based RM, formal specifications need not contain probability measures. This report details the process and instructions for using the newly developed tool kit for HMM-based RV.
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This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.NPS Report Number
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