Monitoring of Probabilistic Timed Property Sequence Charts

Abstract

Run‐time monitoring is an important technique to detect erroneous run‐time behaviors. Several techniques have been proposed to automatically generate monitors from specification languages to check temporal and real‐time properties. However, monitoring of probabilistic properties still requires manual generation. To overcome this problem, we define a formal property specification language called Probabilistic Timed Property Sequence Chart (PTPSC). PTPSC is a probabilistic and timed extension of the existing scenario‐based specification formalism Property Sequence Chart (PSC). We have defined a formal grammar‐based syntax and have implemented a syntax‐directed translator that can automatically generate a probabilistic monitor which combines timed B”uchi automata and a sequential statistical hypothesis test process. We validate the generated monitors with a set of experiments performed with our tool WS‐PSC Monitor. Copyright © 2011 John Wiley & Sons, Ltd.