Toward Composable Network Digital Twins: A Subgraph-Based Latency Prediction Study

arXiv:2609.18704 · cs.NI, cs.LG · Submitted 2026-09-16 · Read on arXiv

cs.NI, cs.LG

Submitted: 2026-09-16

Updated: 2026-09-18

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Digital Twin — 32× in this paper · explained in 5 episodes
Network Digital Twin — 15× in this paper
Accuracy — 13× in this paper · explained in 1 episode
GNNs — 8× in this paper · explained in 2 episodes
Trace — 7× in this paper · explained in 2 episodes
Embeddings — 5× in this paper · explained in 2 episodes
Adaptability — 3× in this paper · explained in 1 episode
Robustness — 3× in this paper · explained in 5 episodes
Adam — 2× in this paper · explained in 2 episodes
Adaptation — 2× in this paper · explained in 1 episode
Ablation — 1× in this paper · explained in 1 episode
Communication Overhead — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Graph Neural Networks (GNNs) — 1× in this paper · explained in 7 episodes
Modular Architecture — 1× in this paper · explained in 4 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes

Sources

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