Abstract
We study the problem of estimating a probability that a flow of a given capacity may be transferred in a communication network. Network is represented by a random graph with absolutely reliable nodes and unreliable links with given operational probabilities and capacities. The algorithm for fast decision making whether a network is reliable enough for transmission of a given flow is proposed. Case studies show applicability of the proposed approach.
Supported by Russian Foundation for Basic Research under grants 17-07-00775, 18-07-00460.
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References
Evans, J.R.: Maximum flow in probabilistic graphs-discrete case. Networks 6, 161–183 (1976)
Lin, Y.K.: MC-based algorithm for a telecommunication network under node and budget constraints. Appl. Math. Comput. 190, 1540–1550 (2007)
Lin, Y.K.: Reliability of k separate minimal paths under both time and budget constraints. IEEE Trans. Reliab. 59(1), 183–190 (2010)
Forghani-Elahabad, M., Mahdavi-Amiri, N.: An efficient algorithm for the multi-state two separate minimal paths reliability problem with budget constraint. Reliab. Eng. Syst. Saf. 142, 472–481 (2015)
Todinov, M.T.: Topology optimization of repairable flow networks and reliability networks. Int. J. Simul. Syst. Sci. Technol. 11(3), 75–84 (2010)
Wu, W.W., Ning, A., Ning, X.X.: Evaluation of the reliability of transport networks based on the stochastic flow of moving objects. Reliab. Eng. Syst. Saf. 93, 838–844 (2008)
Colbourn, Ch.J.: The Combinatorics of Network Reliability. Oxford University Press, New York (1987)
Won, J.-M., Karray, F.: Cumulative update of all-terminal reliability for faster feasibility decision. IEEE Trans. Reliab. 59(3), 551–562 (2010)
Won, J.-M., Karray, F.: A greedy algorithm for faster feasibility evaluation of all-terminal-reliable networks. IEEE Trans. Syst. Man Cybern. Part B Cybern. 41(6), 1600–1611 (2011)
Rodionov, A.S., Migov, D.A., Rodionova, O.K.: Improvements in the efficiency of cumulative updating of all-terminal network reliability. IEEE Trans. Reliab. 61(2), 460–465 (2012)
Rodionov, A.S., Rodionova, O.K.: Exact bounds for average pairwise network reliability. In: the 7th ACM International Conference on Ubiquitous Information Management and Communication (Kota Kinabalu, Malaysia), Article no. 45. ACM New York (2013)
Migov, D.A., Nesterov, S.N.: Methods of speeding up of diameter constrained network reliability calculation. In: Gervasi, O., Murgante, B., Misra, S., Gavrilova, M.L., Rocha, A.M.A.C., Torre, C., Taniar, D., Apduhan, B.O. (eds.) ICCSA 2015. LNCS, vol. 9156, pp. 121–133. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-21407-8_9
Migov, D.A., Nechunaeva, K.A., Nesterov, S.N., Rodionov, A.S.: Cumulative updating of network reliability with diameter constraint and network topology optimization. In: Gervasi, O., Murgante, B., Misra, S., Rocha, A.M.A.C., Torre, C., Taniar, D., Apduhan, B.O., Stankova, E., Wang, S. (eds.) ICCSA 2016. LNCS, vol. 9786, pp. 141–152. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-42085-1_11
Rodionov, A.S.: Cumulative estimated values of structural networks reliability indices and their usage. In: IEEE Conference on Dynamics of Systems, Mechanisms and Machines (Omsk, Russia), pp. 1–4. IEEE Press, New York (2016)
Migov, D.A.: Evaluation of wireless sensor network reliability with use of reliability bounds cumulative updating. In: IEEE International Forum on Strategic Technology (Ulsan, Korea), pp. 120–124. IEEE Press, New York (2017)
Rodionov, A.S., Migov D.A.: Obtaining and using cumulative bounds of network reliability. In: Volosencu, C. (ed.) System Reliability, pp. 93–112. InTech, Rijeka, Croatia (2017). Chap. 5
Ball, M.O.: Computational complexity of network reliability analysis: an overview. IEEE Trans. Reliab. 35, 230–239 (1986)
Canale, E., Cancela, H., Robledo, F., Romero, P., Sartor, P.: Full complexity analysis of the diameter-constrained reliability. Int. Trans. Oper. Res. 22(5), 811–821 (2015)
Page, L.B., Perry, J.E.: A practical implementation of the factoring theorem for network reliability. IEEE Trans. Reliab. 37(3), 259–267 (1998)
Ford, L.R., Fulkerson, D.R.: Maximal flow through a network. Can. J. Math. 8, 399–404 (1956)
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Rodionov, A.S., Yadykina, O.A., Migov, D.A. (2018). On Calculation and Estimation of Flow Transmission Probability in a Communication Network. In: Eremeev, A., Khachay, M., Kochetov, Y., Pardalos, P. (eds) Optimization Problems and Their Applications. OPTA 2018. Communications in Computer and Information Science, vol 871. Springer, Cham. https://doi.org/10.1007/978-3-319-93800-4_26
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