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Research on Topology Evolution of Autonomous System Network

Published: 07 March 2022 Publication History

Abstract

After investigating the study about autonomous system level networks, we found that the latest data analysis used is open data provided in 2013. Thus, based on the open-source network BGP routing information provided by RouteViews from 2000 to 2020, this paper designs the calculation and analysis methods of the topological characteristic parameters of autonomous system level network combing the research theories and methods of Complex Network. Using these methods, the scale and topological characteristic parameters of the autonomous system-level network are calculated monthly from the global level and the national levels. And the evolution of the network scale and topological characteristics in the past 21 years are analyzed. Through analyzing the evolution of the number of connections, the number of network segments, the number of IP addresses, the number of nodes, the number of cores, the number of betweenness, and the average length of the path, and so on. Some regularities of network evolution are summarized. Firstly, some characteristics of the network are strongly correlated with each other. Since 2012, this kind of node has resumed its main part in the network whose number of degrees is 1, because the nodes of countries with late network development have gradually increased their influence. The evolution of the national autonomous system network characteristics is self-similar to the global network, but there are certain differences in different countries. These conclusions provide method support for the macro-level understanding of the Internet's topological characteristics and further inference of its evolutionary trend.

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Cited By

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  • (2024)Statistical behavioral characteristics of network communication delay in IPv4/IPv6 InternetTelecommunications Systems10.1007/s11235-024-01111-y85:4(679-698)Online publication date: 28-Feb-2024

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ICCNS '21: Proceedings of the 2021 11th International Conference on Communication and Network Security
December 2021
106 pages
ISBN:9781450386425
DOI:10.1145/3507509
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 March 2022

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Author Tags

  1. AS
  2. Complex Network
  3. Network size
  4. Power-law Distribution
  5. Topology Structure

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Cited By

View all
  • (2024)Statistical behavioral characteristics of network communication delay in IPv4/IPv6 InternetTelecommunications Systems10.1007/s11235-024-01111-y85:4(679-698)Online publication date: 28-Feb-2024

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