A survey proposes eight architectural milestones and four control planes for MoE LLMs, arguing the field is moving toward decoupling routing, compute budgets, and physical execution.
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The Evolution of Mixture-of-Experts Architectures in Large Language Models: Routing, Topology, Load Balancing, and Expert Parallelism
A survey proposes eight architectural milestones and four control planes for MoE LLMs, arguing the field is moving toward decoupling routing, compute budgets, and physical execution.