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  • 标题:On the Sustainability of the Extreme Value Theory for WCET Estimation
  • 本地全文:下载
  • 作者:Luca Santinelli ; J{\'e}r{\^o}me Morio ; Guillaume Dufour
  • 期刊名称:OASIcs : OpenAccess Series in Informatics
  • 电子版ISSN:2190-6807
  • 出版年度:2014
  • 卷号:39
  • 页码:21-30
  • DOI:10.4230/OASIcs.WCET.2014.21
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要: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 the extreme value theory, and execution time measurements.
  • 关键词:Extreme Value Theory; Worst-Case Execution Time; Probabilistic Worst-Case Execution Time; Dependence; Stationarity
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