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Diffusion Models for Information Dissemination Dynamics in Wireless Complex Communication Networks
Joint Authors
Cheng, Shin-Ming
Karyotis, Vasileios
Papavassiliou, Symeon
Chen, Pin-Yu
Chen, Kwang-Cheng
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-04
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Information dissemination has become one of the most important services of communication networks.
Modeling the diffusion of information through such networks is crucial for our modern information societies.
In this work, novel models, segregating between useful and malicious types of information, are introduced, in order to better study Information Dissemination Dynamics (IDD) in wireless complex communication networks, and eventually allow taking into account special network features in IDD.
According to the proposed models, and inspired from epidemiology, we investigate the IDD in various complex network types through the use of the Susceptible-Infected (SI) paradigm for useful information dissemination and the Susceptible-Infected-Susceptible (SIS) paradigm for malicious information spreading.
We provide analysis and simulation results for both types of diffused information, in order to identify performance and robustness potentials for each dissemination process with respect to the characteristics of the underlying complex networking infrastructures.
We demonstrate that the proposed approach can generically characterize IDD in wireless complex networks and reveal salient features of dissemination dynamics in each network type, which could eventually aid in the design of more advanced, robust, and efficient networks and services.
American Psychological Association (APA)
Cheng, Shin-Ming& Karyotis, Vasileios& Chen, Pin-Yu& Chen, Kwang-Cheng& Papavassiliou, Symeon. 2013. Diffusion Models for Information Dissemination Dynamics in Wireless Complex Communication Networks. Journal of Complex Systems،Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-512532
Modern Language Association (MLA)
Cheng, Shin-Ming…[et al.]. Diffusion Models for Information Dissemination Dynamics in Wireless Complex Communication Networks. Journal of Complex Systems No. 2013 (2013), pp.1-13.
https://search.emarefa.net/detail/BIM-512532
American Medical Association (AMA)
Cheng, Shin-Ming& Karyotis, Vasileios& Chen, Pin-Yu& Chen, Kwang-Cheng& Papavassiliou, Symeon. Diffusion Models for Information Dissemination Dynamics in Wireless Complex Communication Networks. Journal of Complex Systems. 2013. Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-512532
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-512532