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Debashish ROY

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#graph neural networks Open access Oct 2026

KG-Orchestrator Graph Neural Network-Driven Resource Orchestration for 6G Distributed Networks

The highly distributed infrastructure and the hetero geneous services and dynamic workloads of future 6G networks impose severe requirements on resource orchestration. We in troduce KG-Orchestrator, a unified framework which combines a Neo4j knowledge graph and a multi-GNN ensemble (Graph SAGE, HashGNN, GAT, GCN) to pe...

Debashish ROY, Alaa AlZailaa, Kostas Ramantas et al. · 0 citations
#graph neural networks Open access Oct 2026

KG-Orchestrator Graph Neural Network-Driven Resource Orchestration for 6G Distributed Networks

The highly distributed infrastructure and the hetero geneous services and dynamic workloads of future 6G networks impose severe requirements on resource orchestration. We in troduce KG-Orchestrator, a unified framework which combines a Neo4j knowledge graph and a multi-GNN ensemble (Graph SAGE, HashGNN, GAT, GCN) to pe...

Debashish ROY, Alaa AlZailaa, Kostas Ramantas et al. · 0 citations

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