On the Sustainability of the Extreme Value Theory for WCET Estimation

@inproceedings{Santinelli2014OnTS,
  title={On the Sustainability of the Extreme Value Theory for WCET Estimation},
  author={Luca Santinelli and J{\'e}r{\^o}me Morio and Guillaume Dufour and Damien Jacquemart-Tomi},
  booktitle={WCET},
  year={2014}
}
Measurement-based approaches with extreme value worst-case estimations are beginning to be proficiently considered for timing analyses. In this paper, we intend to make more formal extreme value theory applicability to safe worst-case execution time estimations. We outline complexities and challenges behind extreme value theory assumptions and parameter tuning. Including the knowledge requirements, we are able to conclude about safety of the probabilistic worst-case execution estimations from… CONTINUE READING
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