<p><p>The book presents theory and algorithms for secure networked inference in the presence of Byzantines. It derives fundamental limits of networked inference in the presence of Byzantine data and designs robust strategies to ensure reliable performance for several practical network architectures.
Combinatorial Approach to Reliability Evaluation of Network with Unreliable Nodes and Unreliable Edges
β Scribed by Shpungin Y.
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No coin nor oath required. For personal study only.
β¦ Synopsis
Paper. Journal of World Academy of Science, Engineering and Technology β 2005. β β12 β pp. 426-430.
Estimating the reliability of a computer network has been a subject of great interest. It is a well known fact that this problem is NP-hard. In this paper we present a very efficientcombinatorial approach for Monte Carlo reliability estimation of a network with unreliable nodes and unreliable edges. Its core is the computation of some network combinatorial invariants. These
invariants, once computed, directly provide pure and simple framework for computation of network reliability. As a specific case of this approach we obtain tight lower and upper bounds for
distributed network reliability (the so called residual connectedness reliability). We also present some simulation results.
β¦ Subjects
ΠΠ½ΡΠΎΡΠΌΠ°ΡΠΈΠΊΠ° ΠΈ Π²ΡΡΠΈΡΠ»ΠΈΡΠ΅Π»ΡΠ½Π°Ρ ΡΠ΅Ρ Π½ΠΈΠΊΠ°;Π‘Π΅ΡΠΈ ΠΠΠ
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