About: Analysis and Prediction of the Long-Run Behavior of Probabilistic Sequential Programs with Recursion     Goto   Sponge   Distinct   Permalink

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Description
  • We introduce a family of long-run average properties of Markov chains that are useful for purposes of performance and reliability analysis, and show that these properties can effectively be checked for a subclass of infinite-state Markov chains generated by probabilistic programs with recursive procedures. We also show how to predict these properties by analyzing finite prefixes of runs, and present an efficient prediction algorithm for the mentioned subclass of Markov chains.
  • We introduce a family of long-run average properties of Markov chains that are useful for purposes of performance and reliability analysis, and show that these properties can effectively be checked for a subclass of infinite-state Markov chains generated by probabilistic programs with recursive procedures. We also show how to predict these properties by analyzing finite prefixes of runs, and present an efficient prediction algorithm for the mentioned subclass of Markov chains. (en)
Title
  • Analysis and Prediction of the Long-Run Behavior of Probabilistic Sequential Programs with Recursion
  • Analysis and Prediction of the Long-Run Behavior of Probabilistic Sequential Programs with Recursion (en)
skos:prefLabel
  • Analysis and Prediction of the Long-Run Behavior of Probabilistic Sequential Programs with Recursion
  • Analysis and Prediction of the Long-Run Behavior of Probabilistic Sequential Programs with Recursion (en)
skos:notation
  • RIV/00216224:14330/05:00012708!RIV10-GA0-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M0545), P(GA201/03/1161), Z(MSM0021622419)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 512007
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/05:00012708
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Probabilistic Pushdown Automata; Infinite Markov Chains; Quantitative Analysis (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [7E497778B15F]
http://linked.open...v/mistoKonaniAkce
  • Pittsburgh, Pennsylvania, USA
http://linked.open...i/riv/mistoVydani
  • Los Alamitos, California
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2005)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Brázdil, Tomáš
  • Kučera, Antonín
  • Esparza, Javier
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • IEEE Computer Society
https://schema.org/isbn
  • 0-7695-2468-0
http://localhost/t...ganizacniJednotka
  • 14330
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