The Fractal Properties of Internet
arXiv:cond-mat/0009178 · doi:10.1209/epl/i2000-00450-8
Abstract
In this paper we show that the Internet web, from a user's perspective, manifests robust scaling properties of the type where n is the size of the basin connected to a given point, represents the density of probability of finding n points downhill and s a characteristic universal exponent. This scale-free structure is a result of the spontaneous growth of the web, but is not necessarily the optimal one for efficient transport. We introduce an appropriate figure of merit and suggest that a planning of few big links, acting as information highways, may noticeably increase the efficiency of the net without affecting its robustness.
6 pages,2 figures, epl style, to be published on Europhysics Letters
Cited by in corpus (71)
- Statistical mechanics of complex networks
- Epidemic spreading in scale-free networks
- Evolution of networks
- Epidemic dynamics and endemic states in complex networks
- Dynamical and correlation properties of the Internet
- Immunization of complex networks
- Organization of Growing Random Networks
- Analyzing and Modeling Real-World Phenomena with Complex Networks: A Survey of Applications
- Large-scale topological and dynamical properties of Internet
- Epidemic dynamics in finite size scale-free networks
- Growing networks with local rules: preferential attachment, clustering hierarchy and degree correlations
- Topology of correlation based minimal spanning trees in real and model markets
- Class of correlated random networks with hidden variables
- Networks of equities in financial markets
- Maximal planar networks with large clustering coefficient and power-law degree distribution
- Scale-free Networks from Optimal Design
- Truncation of power law behavior in "scale-free" network models due to information filtering
- Correlation based networks of equity returns sampled at different time horizons
- Wikipedias: Collaborative web-based encyclopedias as complex networks
- Critical load and congestion instabilities in scale-free networks
- Spectral centrality measures in complex networks
- Exploring complex networks by walking on them
- Nonequilibrium Phase Transitions in Directed Small-World Networks
- Spanning Trees and bootstrap reliability estimation in correlation based networks
- Vertex Intrinsic Fitness: How to Produce Arbitrary Scale-Free Networks
- Assortative model for social networks
- Exploring networks with traceroute-like probes: theory and simulations
- Dynamics of directed graphs: the world-wide Web
- Reconstruction methods for networks: the case of economic and financial systems
- Topology and correlations in structured scale-free networks
- True scale-free networks hidden by finite size effects
- On the rich-club effect in dense and weighted networks
- Shortest paths and load scaling in scale-free trees
- Spatial Structure of the Internet Traffic
- Loops structure of the Internet at the Autonomous System Level
- Large Scale Cross-Correlations in Internet Traffic
- Adaptive financial networks with static and dynamic thresholds
- Bug propagation and debugging in asymmetric software structures
- Local versus Global Knowledge in the Barabasi-Albert scale-free network model
- A general model for collaboration networks
- A statistical approach to the traceroute-like exploration of networks: theory and simulations
- Preferential Exchange: Strengthening Connections in Complex Networks
- Influence of reciprocal arcs on the degree distribution and degree correlations
- Multifractal properties of growing networks
- SIS Epidemic Spreading with Correlated Heterogeneous Infection Rates
- Spreading of Persistent Infections in Heterogeneous Populations
- Scaling in the structure of directory trees in a computer cluster
- Quantitative description and modeling of real networks
- Supremacy distribution in evolving networks
- Growing dynamics of Internet providers
- Communication and correlation among communities
- Distribution of Edge Load in Scale-free Trees
- The role of detachment of in-links in scale-free networks
- Compact pairwise models for epidemics with multiple infectious stages on degree heterogeneous and clustered networks
- Properties of weighted complex networks
- Self-Organization and Complex Networks
- "Winner takes it all": strongest node rule for evolution of scale free networks
- SIS Epidemic Spreading with Heterogeneous Infection Rates
- The Holtsmark distribution of forces and its role in gravitational clustering
- Critical behavior of the contact process in a multiscale network
- Identifying network topologies via quantum walk distributions
- Steady States of Epidemic Spreading in Small-World Networks
- Generating multi-scaling networks with different types of nodes
- Heterogeneous Recovery Rates against SIS Epidemics in Directed Networks
- Error-correcting codes on scale-free networks
- Population Dynamics on Complex Food Webs
- Influence of long-range interactions on strategy selection in crowd
- A cellular automaton model of gravitational clustering
- The Accuracy of Mean-Field Approximation for Susceptible-Infected-Susceptible Epidemic Spreading
- Spreading processes in "post-epidemic" environments. II. Safety patterns on scale-free networks
- Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos