Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference

Huaiguang Cai, Zhi Zhou, Qianyi Huang

With edge intelligence, AI models are increasingly pushed to the edge to serve ubiquitous users. However, due to the drift of model, data, and task, AI model deployed at the edge s…