Extreme risk induced by communities in interdependent networks
Networks in nature not only depend on each other but also have internal community structures, such as infrastructure networks with links within and across geographic regions. The communities play an important role when the networks undergo localized failures in specific regions, for instance when na...
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Veröffentlicht in: | Communications physics 2019-05, Vol.2 (1), Article 45 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Networks in nature not only depend on each other but also have internal community structures, such as infrastructure networks with links within and across geographic regions. The communities play an important role when the networks undergo localized failures in specific regions, for instance when natural disasters or economic sanctions disrupt a local community region and consequently influence the whole system. How a disruption in one community propagates through the entire system is a crucial, but still open, question. Here we find that the community structure embeds extreme risk: weakening the community strength could abruptly drive the system to a precarious state. Examining the business-flight network among cities as a proxy for the world economy, we find this real coupled system evolving towards the extreme vulnerable phase due to ongoing globalization. This shows the community risk indeed exists in real world networks and deserves more attention from the scientific community.
The effect of localized disruption or failure in interdependent networks with internal community structure remains an open question. Adopting the generating function approach, the authors are able to uncover rich phase transition behaviours and the associated risks for such system, and by studying real networks under random failures within a community, they find that weakening the community strength could rapidly drive the system to a precarious state. |
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ISSN: | 2399-3650 2399-3650 |
DOI: | 10.1038/s42005-019-0144-6 |