DART-FL: Burst-Aware Multitask Federated Learning under Dynamic Inference Demand at the Edge

Yiming Xie, Pinrui Yu, Geng Yuan +2

Edge intelligence systems increasingly require model training and online inference to coexist on resource-constrained devices, while inference demand can vary substantially across…