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Hefei Hu

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Conference Jul 2026

Scalable Intelligent Orchestration for SFC: A GraphSAGE-driven Approach

Efficient Service Function Chaining (SFC) orchestration in large-scale NFV environments is often bottlenecked by the non-linear overhead of traditional Graph Convolutional Networks (GCNs). This paper proposes GraphSAGE-DQN, a scalable algorithm that leverages inductive neighbor sampling to decouple state extraction com...

Yidi Tang, Yanwen Yu, Hefei Hu · 0 citations

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