A GraphSAGE-based model reconstructs O-RAN conflict graphs from parameter and KPI data, achieving 100% F1 on a synthetic conflict model.
Inductive Representation Learning on Large Graphs,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
method 1
citation-polarity summary
fields
cs.NI 1years
2024 1verdicts
CONDITIONAL 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
-
Learning and Reconstructing Conflicts in O-RAN: A Graph Neural Network Approach
A GraphSAGE-based model reconstructs O-RAN conflict graphs from parameter and KPI data, achieving 100% F1 on a synthetic conflict model.