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Webb14 feb. 2024 · Based on the learned user preference, a proactive edge caching architecture is proposed to integrate the offline caching content placement and the online caching content replacement policy to continuously cache the popular contents at UEs. WebbTo deliver data more efficiently, we propose a proactive mechanism that applies collaborative filtering techniques to efficiently cluster edge brokers with geographic proximity that publish and/or subscribe to similar topics. This allows brokers in the same cluster to exchange data directly with each other to further reduce data delivery latency. Webb1 jan. 2024 · This paper optimizes the proactive edge caching polices including the cached fraction and encoding bit rate of every video including the weighted popularity-to-duration ratio of videos to maximize the weighted average QoE of VoD service. Proactive edge caching, as a promising approach to accommodate the explosively increased mobile … resume of diabetic researcher