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Wen-Hui He

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#reinforcement learning Open access Oct 2026

Reinforcement Learning-Based Resource Allocation and Request Routing Optimization Algorithm for Edge AIGC Services

With the explosive growth of artificial intelligence generated content (AIGC) applications, deploying lightweight tiny neural networks (TNNs) at the edge to mitigate the high latency and cost of large cloud models has become an important trend in mobile computing. However, resource heterogeneity in edge environments, t...

Qian-Yu Cao, Chang Xu, Li Zhang et al. · 0 citations
Open access Sep 2026

User Mobility-Aware Proactive Video Caching Migration in Mobile Edge Computing

In recent years, the rapid development of short-video platforms has led to a surge in network traffic generated by mobile devices. The frequent changes in user location pose significant challenges to the continuity and smoothness of video content services. To address the decline in service quality caused by user mobili...

Qian-Yu Cao, Wen-Hui He, Bing Tang et al. · 0 citations

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