Ensuring the Security of a Communication Network through Resilience. Mathematical Modeling
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Many of the network computing systems used in various organizations are not resilient enough to withstand attacks and failures. The performance of these networks is degraded by failures. Thus, it is important to develop techniques for designing and implementing resilient service-oriented networks that can survive attacks and failures, as well as continue to provide a reasonable level of service. This paper considers the mathematical modeling using graph theory of resilience in service-oriented communication networks. The objective of this paper is to develop the concept of service-oriented resilient system as well as to identify the metrics used to quantify resilience to node and edge failures. Using these metrics, we will choose an appropriate network topology and/or an optimal distribution of services in the network.
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V. Kuikka, Modeling Network Resilience and Utility of Services. In Proceedings of the 2019 IEEE International Systems Conference (SysCon), Orlando, FL, USA, 8–11 April 2019.
http://en.wikipedia.org/wiki/Resilience.
I.C. Bacivarov, V. Cătuneanu, Fiabilitatea sistemelor de telecomunicaţii, Ed. Militară, 1995.
xxx Proceedings of IEEE Symposium on Fault Tolerant Computers, 1990-2010.
R. Albert, H. Jeong, and A.-L. Barabasi, Error and attack toler¬ance of complex networks, Nature, 406(6794):378-382, July 2000.
S. Lee, Y. Yu, S. Nelakuditi, Z.-L. Zhang, and C.-N. Chuah. “Proactive vs reactive approaches to failure resilient rout¬ing.” INFOCOM 2004. Twenty-third AnnualJoint Conference of the IEEE Computer and Communications Societies, March 2004.
D. J. Rosenkrantz,S. Goel, S. S. Ravi, J. Gangolly: Structure-Based Resilience Metrics for Service-Oriented Networks, October 11, 2004.
https://www.enisa.europa.eu, “Measurement Frameworks and Metrics for Resilient Networks and Services: Technical report”, February 2011.
M. A. Henning, J. H. van Vuuren, Graph and Network Theory – An Applied Approach using Mathematica, Springer Cham, ISBN: 978-3-031-03857-0.
F. Chung and L. Lu. “The average distance in a random graph with given expected degree.” Internet Mathematics, 1(1):91-114, 2002.
M. Aly; M. Franke (2016). "Service Oriented Interactive Media (SOIM) Engines Enabled by Optimized Resource Sharing". 2016 IEEE Symposium on Service-Oriented System Engineering (SOSE): 231–237. Retrieved February 9, 2021.
F. Glinka; A Raed (2009). "A Service-Oriented Interface for Highly Interactive Distributed Applications". European Conference on Parallel Processing. ISBN 978-3-642-14121-8. Retrieved February 9, 2021.
Dieter Hildebrandt; Jan Klimke (2011). "Service-oriented interactive 3D visualization of massive 3D city models on thin clients". COM.Geo '11: Proceedings of the 2nd International Conference on Computing for Geospatial Research & Applications. COM.Geo '11: 1. doi:10.1145/1999320.1999326. ISBN 9781450306812. S2CID 53246415. Retrieved February 9, 2021.
D. J. Rosenkrantz, S. Goel S. S. Ravi, J. Gangolly, “Structure-Based Resilience Metrics for Service-Oriented Networks”, October 2004.
A. Kvalbein, A. F. Hansen, T. Cicic, S. Gjessing, and O. Lysne. “Fast recovery from link failures using resilient routing layers.” 10th IEEE Symposium on Computers and Communications, ISCC 2005, June 2005.
