Monitoring of Timing Constraints with Confidence Threshold Requirements

  • Authors:
  • Chan-Gun Lee;Aloysius K. Mok;Prabhudev Konana

  • Affiliations:
  • -;-;-

  • Venue:
  • RTSS '03 Proceedings of the 24th IEEE International Real-Time Systems Symposium
  • Year:
  • 2003

Quantified Score

Hi-index 0.00

Visualization

Abstract

We propose an algorithm for monitoring timing constraintsto satisfy confidence threshold requirements whenthere is uncertainty in the exact timing of event occurrences.In our model, a timed event trace is examined for possiblesatisfaction/violation with respect to a given set of timingconstraints.Every event occurence has a timestamp givenby a time interval.Assuming that the time of occurence isuniformly distributed over the time interval, our algorithmdetermines whether the probability that a timing constrainthas been satisfied exceeds a specified threshold value.Timingconstraints are composed of deadline and delay constraintsfor which satisfaction probabilities are defined.Aconfidence threshold is a minimum satisfaction probabilityof the timing constraint.A timing constraint is violated if theconfidence threshold is not reached by the timed event trace.We present a PTime monitoring algorithm for detecting timingviolation by finding the earliest expiration time (EET)of the deadline timer for each of the cases P = 100%,50% 驴 P