Empirical analysis of AS-level cooperation on the internet considering geopolitical characteristics

J Jiaqi Nie T Tao Jin (Department of Chemistry, University of Basel, St. Johanns-Ring 19, Basel 4056, Switzerland) Z Zhenyu Wang (Institute of Environmental Processes and Pollution Control, School of Environment and Ecology) C Chenbo Fu S Shanqing Yu Q Qi Xuan Z Zhongyuan Ruan

Abstract

The Internet is a complex socio-technical system intricately embedded within physical geography and political contexts. While previous studies have emphasized the technical aspects of its topological structure, the geopolitical dimension of the Internet has not been fully explored yet. In this paper, we integrate multiple sources of data — including AS relationships and their national or regional affiliations — to study the Internet at the Autonomous Systems (AS) level, with a particular focus on cooperation patterns among ASes. Our findings reveal that the global AS network exhibits moderate disassortative mixing and weak nestedness, suggesting a flattening trend. However, within many individual countries or regions, AS cooperation patterns display stronger disassortativity and greater nestedness than the global average, indicating a more notable hierarchical organization. We further propose a visualization method to track the changes of cooperation trends among countries/regions. Finally, through case studies of the Russia-Ukraine conflict and Pelosi’s Visit to China’s Taiwan Region, we show that international AS-level cooperation (particularly for the countries/regions involved) may undergo rapid and significant changes in response to geopolitical events.

Article Details

Journal PLoS ONE
Volume / Issue Vol. 21, Issue 4
Published April 20, 2026
Pages e0347291
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (7)

J

Jiaqi Nie

T

Tao Jin

Department of Chemistry, University of Basel, St. Johanns-Ring 19, Basel 4056, Switzerland

Z

Zhenyu Wang

Institute of Environmental Processes and Pollution Control, School of Environment and Ecology

C

Chenbo Fu

S

Shanqing Yu

Q

Qi Xuan

Z

Zhongyuan Ruan