Identifying components most critical to a large complex system or network’s successful operation is a fundamental concern. Yet, there is no universally preferred definition of criticality among the many alternatives; the domain of application and the specific need for criticality analysis will drive the best choice. As noted in Chap. 3 , the literature separates a critical node analysis into two distinct viewpoints, based on whether or not the network topology is the sole consideration for critical node identification.