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cs.NI2026
Parametric-Sensitivity Aware Retransmission for Efficient AI Downloading
You Zhou, Qunsong Zeng, Kaibin Huang
The edge artificial intelligence (AI) applications in next-generation mobile networks demand efficient AI-model downloading techniques to support real-time, on-device inference. Ho…
cs.NI2025
Revisiting Outage for Edge Inference Systems
Zhanwei Wang, Qunsong Zeng, Haotian Zheng +1
One of the key missions of sixth-generation (6G) mobile networks is to deploy large-scale artificial intelligence (AI) models at the network edge to provide remote-inference servic…