Let's get less optimistic in measurement-based timing analysis

Bünte, S., Zolda, Michael and Kirner, Raimund (2011) Let's get less optimistic in measurement-based timing analysis. In: SIES 2011, 6th IEEE International Symposium on Industrial Embedded Systems, 2011-06-15 - 2011-06-17.
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Measurement-based timing analysis (MBTA) is a hybrid approach that combines execution time measurements with static program analysis techniques to obtain an estimate of the worst-case execution time (WCET) of a program. In order to minimize the chance that the WCET estimate is below the real WCET, the set of representative execution-time measurements has to be selected advisedly. We present an input data generation technique that uses a combination of model checking and genetic algorithms in order to heuristically optimize the set of measurements in terms of safety.


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