Conference
Hypergraph-Aided Dynamic Model Splitting in 6G-Enabled Collaborative Edge Computing with Meta Reinforcement Learning
Abstract
The rise of advanced technologies, such as 6G networks and mobile edge computing, has enabled large-scale real-time integration of distributed edge devices, opening new possibilities for collaborative intelligence applications such as immersive extended reality and autonomous drone fleets. However, the heterogeneity in device capabilities and network conditions often results in performance bottlenecks and reduced efficiency. Split Learning (SL) …
Authors
Han Q; Wang X; Shen W
Volume
00
Pagination
pp. 1335-1340
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
June 12, 2025
DOI
10.1109/iccworkshops67674.2025.11162384
Name of conference
2025 IEEE International Conference on Communications Workshops (ICC Workshops)