2012•Journal of Northeastern UniversityRequires access

Centrality Measurement of Internet Network Topology at AS-Level

Siyuan Jia

Open publisher page 2 citations

Abstract

Centrality studies of complex network aim at finding out the centralization nodes in the network.The centrality measurement of the complex network can accurately and quickly find out the centralization nodes in a complex and large-scale network.Based on this,the network can be managed effectively.The problems of the centrality measurement of Internet at AS-level were studied.Based on the AS-level measuring data of CAIDA in Feb,2011,the degree centrality,betweeness centrality and closeness centrality of Internet were analyzed and calculated,and the relationship among them was further explored.It was concluded that all the three measurements can find the centrality nodes in the network effectively.But the closeness centrality can reflect the global network more accuracy than the degree centrality and betweeness centrality.

About this research paper

What this paper is about

Centrality studies of complex network aim at finding out the centralization nodes in the network.The centrality measurement of the complex network can accurately and quickly find out the centralization nodes in a complex and large-scale network.Based on this,the network can be managed effectively.The problems of the centrality measurement of Internet at AS-level were studied.Based on the AS-level measuring data of CAIDA in Feb,2011,the degree centrality,betweeness centrality and closeness centrality of Internet were analyzed and calculated,and the relationship among them was further explored.It was concluded that all the three measurements can find the centrality nodes in the network effectively.But the closeness centrality can reflect the global network more accuracy than the degree centrality and betweeness centrality.

Why it matters

OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Centrality studies of complex network aim at finding out the centralization nodes in the network.The centrality measurement of the complex network can accurately and quickly find out the centralization nodes in a complex and large-scale network.Based on this,the network can be managed effectively.The problems of the centrality measurement of Internet at AS-level were studied.Based on the AS-level measuring data of CAIDA in Feb,2011,the degree centrality,betweeness centrality and closeness centrality of Internet were analyzed and calculated,and the relationship among them was further explored.It was concluded that all the three measurements can find the centrality nodes in the network effectively.But the closeness centrality can reflect the global network more accuracy than the degree centrality and betweeness centrality.

Key concepts: Centrality, Katz centrality, Betweenness centrality, Network controllability, Closeness, Computer science, Network theory, Complex network

Related papers

Back to paper searchBrowse research topicsOriginal source
Centrality Measurement of Internet Network Topology at AS-Level — Research Paper | ScholarLens