Verification of Calculations of Non-Homogeneous Markov Chains Using Monte Carlo Simulation

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F22%3A00359844" target="_blank" >RIV/68407700:21240/22:00359844 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1109/DSD57027.2022.00097" target="_blank" >http://dx.doi.org/10.1109/DSD57027.2022.00097</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/DSD57027.2022.00097" target="_blank" >10.1109/DSD57027.2022.00097</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Verification of Calculations of Non-Homogeneous Markov Chains Using Monte Carlo Simulation

Popis výsledku v původním jazyce

Dependability models allow calculating the rate of events leading to a hazard state – a situation, where the safety of the modeled dependable system is violated, thus the system may cause material loss, serious injuries, or casualties. The calculation of the hazard rate of the complex non-homogeneous Markov chains is time-consuming and the accuracy of the results is questionable. We have presented two methods able to calculate the hazard rate of the complex non-homogeneous Markov chains in previous papers. Both methods achieved very accurate results, thus we compare four Monte-Carlo based simulation methods (both accuracy and time-consumption) with our methods in this paper. A simple Triple Modular Redundancy (TMR) model is used in this paper since its hazard rate can be calculated analytically.

Název v anglickém jazyce

Verification of Calculations of Non-Homogeneous Markov Chains Using Monte Carlo Simulation

Popis výsledku anglicky

Dependability models allow calculating the rate of events leading to a hazard state – a situation, where the safety of the modeled dependable system is violated, thus the system may cause material loss, serious injuries, or casualties. The calculation of the hazard rate of the complex non-homogeneous Markov chains is time-consuming and the accuracy of the results is questionable. We have presented two methods able to calculate the hazard rate of the complex non-homogeneous Markov chains in previous papers. Both methods achieved very accurate results, thus we compare four Monte-Carlo based simulation methods (both accuracy and time-consumption) with our methods in this paper. A simple Triple Modular Redundancy (TMR) model is used in this paper since its hazard rate can be calculated analytically.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

<a href="/cs/project/EF16_019%2F0000765" target="_blank" >EF16_019/0000765: Výzkumné centrum informatiky</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2022

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of the 2022 25th Euromicro Conference on Digital System Design

ISBN

978-1-6654-7404-7

ISSN

—

e-ISSN

—

Počet stran výsledku

7

Strana od-do

689-695

Název nakladatele

IEEE Computer Society

Místo vydání

Los Alamitos

Místo konání akce

Maspalomas, Gran Canaria

Datum konání akce

31. 8. 2022

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000946536500082