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http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/13142 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/13142 http://eprints.org/relation/isCoversheetVersionOf https://pure.iiasa.ac.at/id/document/13142 archive 351 disk0/00/00/84/18 2016-01-15 08:40:27 2021-08-27 17:20:09 2016-01-15 08:40:27 monograph show 2 Ermoliev Y. 1445 Gaivoronski A.A. 1003 Makowski M. 1254 0000-0002-6107-0972 Modeling and Robust Design of Networks under Risk: The Case of Information Infrastructure pub iis_mod prog_ime Study of network risks allows to develop insights into the methods of building robust networks, which are also critical elements of infrastructures that are of a paramount importance for the modern society. In this paper we show how the modern quantitative modeling methodologies can be employed for analysis of network risks and for design of robust networks under uncertainty. This is done on the example of important problem arising in the process of building of the information infrastructure: provision of advanced mobile data services. We show how portfolio theory developed in the modern finance can be used for design of robust provision network comprising of independent agents. After this the modeling frameworks of Bayesian nets andMarkov fields are used for the study of several problems fundamental for the process of service adoption such as the sensitivity of networks, the direction of improvements, and the propagation of user attitudes on social networks. 2007-12 published IR-07-039 IR-07-039 338 1273 193 public interim_report IIASA, Laxenburg, Austria 42 FALSE info:eu-repo/semantics/book