The Unfolding and Control of Network Cascades

Abstract

A characteristic property of networks is their ability to propagate influences, such as infectious diseases, behavioral changes, and failures. An especially important class of such contagious dynamics is that of cascading processes. These processes include, for example, cascading failures in infrastructure systems, extinctions cascades in ecological networks, and information cascades in social systems. In this review, we discuss recent progress and challenges associated with the modeling, prediction, detection, and control of cascades in networks.

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Cited by in corpus (8)

• Cascading Failures as Continuous Phase-Space Transitions
• Network structural origin of instabilities in large complex systems
• Abrupt transition due to non-local cascade propagation in multiplex systems
• Message-Passing Methods for Complex Contagions
• Complex Contagions with Timers
• Heterogeneity-stabilized homogeneous states in driven media
• Control of cascading failures using protective measures
• Modelling project failure and its mitigation in a time-stamped network of interrelated tasks