Moulay Ahmed Faqihi

Communication-Aware Dynamic Split Federated Learning: Joint Client Selection and Split-Point Scheduling via a Categorical Genetic Algorithm

Split federated learning divides a neural network between resource-constrained clients and a server. This reduces client-side computation, but every minibatch can require an exchange of intermediate features, called smashed data, and cut-layer gradients. Dynamic Split Federated L...