IT Risk Management with Markov Logic Networks

Abstract

We present a solution for modeling the dependencies of an IT infrastructure and determine the availability of components and services therein using Markov logic networks (MLN). MLNs offer a single representation of probability and first-order logic and are well suited to model dependencies and threats. We identify different kinds of dependency and show how… (More)
DOI: 10.1007/978-3-319-07881-6_21

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Cite this paper

@inproceedings{Stlpnagel2014ITRM, title={IT Risk Management with Markov Logic Networks}, author={Janno von St{\"u}lpnagel and Jens Ortmann and Joerg Schoenfisch}, booktitle={CAiSE}, year={2014} }