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Author

Faria Khandaker

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2026

A Topology-Aware LLM-Augmented Digital Twin Framework for Scalable IoT Device Management

The growing scale and dynamic nature of Internet of Things (IoT) deployments demand management approaches that can maintain accurate system awareness. Existing large language models (LLMs) can reduce the interface burden of network management. However, without explicit grounding in the physical system state, they may g...

Hui-Xiang Zhang, Faria Khandaker, Mahzabeen Emu · 0 citations

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