Title :
On the structure of the space of networks and traffic patterns
Author :
Baryshnikov, Yuliy
Author_Institution :
Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
Modeling of communication and other types of networks using the apparatus of (asymptotic) geometry of metric spaces is one of the emerging trend of network science. The notions of GH-convergence are well suited for the description of the geometry of networks per se. To describe the corresponding models for the spaces carrying (telecommunication of otherwise) traffic requires introduction of several notions, generalizing to the path spaces the basic ideas of the theory of mm-spaces.
Keywords :
Internet; geometry; telecommunication traffic; GH-convergence; Internet; metric space geometry; mm-spaces; network pattern; space carrying traffic; traffic patterns; Complex networks; Extraterrestrial measurements; Extraterrestrial phenomena; Geometry; Level measurement; Topology; Complex Networks; Congestion; Hyperbolic Networks; Spectral Gap; Traffic Load;
Conference_Titel :
Communications Control and Signal Processing (ISCCSP), 2012 5th International Symposium on
Conference_Location :
Rome
Print_ISBN :
978-1-4673-0274-6
DOI :
10.1109/ISCCSP.2012.6217866