Accurate Inexact Calculations of Non-Homogeneous Markov Chains

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F19%3A00332917" target="_blank" >RIV/68407700:21240/19:00332917 - isvavai.cz</a>
Result on the web
<a href="http://dsd-seaa2019.csd.auth.gr/seaa/index.html" target="_blank" >http://dsd-seaa2019.csd.auth.gr/seaa/index.html</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/DSD.2019.00074" target="_blank" >10.1109/DSD.2019.00074</a>

Result language
angličtina
Original language name
Accurate Inexact Calculations of Non-Homogeneous Markov Chains
Original language description
Dependability models allow calculating the rate of events leading to a hazard state - a situation, where safety of the modeled dependable system is violated, thus the system may cause material loss, serious injuries or casualties. Hierarchical dependability models allow expressing multiple redundancies made at multiple levels of a system consisting of multiple cooperating blocks. The hazard rates of the blocks are calculated independently and, when combined, they are used to calculate the hazard rate of the whole system. The independent calculations are significantly faster than the calculation of a single model composed of all models of the blocks. The paper shows a method of calculating the hazard rate of the non-homogeneous Markov chains using different homogeneous probability matrices for several hundreds small time intervals. This method will allow us to calculate the hazard rate of the non-homogeneous Markov chain very accurately compared to methods based on homogeneous Markov chains.
Czech name
—
Czech description
—

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 22nd Euromicro Conference on Digital Systems Design
ISBN
978-1-7281-2861-0
ISSN
—
e-ISSN
—
Number of pages
8
Pages from-to
470-477
Publisher name
IEEE Computer Soc.
Place of publication
Los Alamitos, CA
Event location
Kallithea, Chalkidiki
Event date
Aug 28, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—

Similar results(10)