Hierarchical Coded Gradient Aggregation Based on Layered MDS Codes
Hierarchical Coded Gradient Aggregation Based on Layered MDS Codes
The growing privacy concerns and the communication costs associated with transmitting raw data have resulted in techniques like federated learning, where the machine learning models are trained at the edge nodes, and the parameter updates are shared with a central server. Because communications from the edge nodes are often unreliable, …