Real-Time fine-grained action recognition (AR) presents significant challenges in resource-constrained environments with strict accuracy requirements. This paper proposes an efficient real-time AR ...

Hierarchical federated learning (HFL) is a privacy-preserving distributed machine learning framework with a client-edge-cloud hierarchy, where multiple edge servers perform partial model aggregation ...