EAGLE: Heterogeneous GNN-based network performance analysis

J Liu, F Tang, L Chen, X Li, J Yu, Y Zhu… - 2023 IEEE/ACM 31st …, 2023 - ieeexplore.ieee.org
Performance analysis is of great importance for management and optimization of space-
terrestrial integrated networks (STINs). Traditional approaches to network performance …

Traffic Load-Aware Resource Management Strategy for Underwater Wireless Sensor Networks

T Zhang, Y Gou, J Liu, JH Cui - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
Underwater Wireless Sensor Networks (UWSNs) represent a promising technology that
enables diverse underwater applications through acoustic communication. However, it …

Adaptive Network Management Service Based on Control Relation Graph for Software-Defined LEO Satellite Networks in 6G

L Chen, F Tang, X Li, J Liu, Y Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As the most important incremental component in the advent of the 6G era, Low-Earth-Orbit
(LEO) satellite networks are becoming increasingly instrumental, and their integration with …

Hierarchical Learning and Computing over Space-Ground Integrated Networks

J Zhu, Y Shi, Y Zhou, C Jiang, L Kuang - arXiv preprint arXiv:2408.14116, 2024 - arxiv.org
Space-ground integrated networks hold great promise for providing global connectivity,
particularly in remote areas where large amounts of valuable data are generated by Internet …

[PDF][PDF] Unified 3D Networks: Architecture, Challenges, Recent Results, and Future Opportunities

M Rihan, D Wubben, A Bhattacharya, M Petrova… - researchgate.net
The evolution towards 6G networks necessitates a paradigm shift towards unified 3D
network architectures, encompassing space, air, and ground segments. This paper outlines …