The Large Scale Curvature of Networks - Condensed Matter > Statistical MechanicsReport as inadecuate




The Large Scale Curvature of Networks - Condensed Matter > Statistical Mechanics - Download this document for free, or read online. Document in PDF available to download.

Abstract: Understanding key structural properties of large scale networks are crucialfor analyzing and optimizing their performance, and improving their reliabilityand security. Here we show that these networks possess a previously unnoticedfeature, global curvature, which we argue has a major impact on corecongestion: the load at the core of a network with N nodes scales as N^2 ascompared to N^1.5 for a flat network. We substantiate this claim throughanalysis of a collection of real data networks across the globe as measured anddocumented by previous researchers.



Author: Onuttom Narayan, Iraj Saniee

Source: https://arxiv.org/



DOWNLOAD PDF




Related documents