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A Review of Metrics, Algorithms and Methodologies for Network Reliability

Networks have become an indispensible part of the modern society. The numerous engineering realms, mainly computers and communication, transportation, electric transmission, and oil and gas distribution are based on interconnection of complex networks. However, the basic theories of such networks are similar to each other. This article provides a holistic view of the complex network analysis. The metrics of network connectivity are explained in this paper. The practicalities of each metric for network analysis as well as their limitations are presented in a condensed manner. The algorithms and methodologies that have evolved over time along with their scope, advantages, and limitations are presented in this paper. This article may prove to be beneficial for practitioners and researchers associated with network reliability evaluation.