2008/01/31 by Dong-Hee Kim, Adilson E. Motter, Adilson E Motter · 1 citation
Engineering · Physics and Astronomy · #Advanced Optical Network Technologies #Complex Network Analysis Techniques #Infrastructure Resilience and Vulnerability Analysis #physics.soc-ph
paper · pdf · doi:10.1088/1751-8113/41/22/224019
published as J. Phys. A: Math. Theor. 41 (2008) 224019
arxiv created 2008/05/21 · openalex publication_date 2008/05/21 · arxiv updated 2009/12/01 · openalex created_date 2016/06/24 · openalex updated_date 2026/07/28
Most infrastructure networks evolve and operate in a decentralized fashion, which may adversely impact the allocation of resources across the system. Here we investigate this question by focusing on the relation between capacity and load in various such networks. We find that, due to network traffic fluctuations, real systems tend to have larger unoccupied portions of the capacities--smaller load-to-capacity ratios--on network elements with smaller capacities, which contrasts with key assumptions involved in previous studies. This finding suggests that infrastructure networks have evolved to minimize local failures but not necessarily large-scale failures that can be caused by the cascading spread of local damage.