A position paper proposing a conceptual client-expert alignment and load-balancing system for federated MoE, without experimental validation.
Communication-efficient learning of deep networks from decentralized data,
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Efficient Training of Large-Scale AI Models Through Federated Mixture-of-Experts: A System-Level Approach
A position paper proposing a conceptual client-expert alignment and load-balancing system for federated MoE, without experimental validation.