AIBullisharXiv – CS AI · Mar 27/1012
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Rudder: Steering Prefetching in Distributed GNN Training using LLM Agents
Researchers introduced Rudder, a software module that uses Large Language Models (LLMs) to optimize data prefetching in distributed Graph Neural Network training. The system shows up to 91% performance improvement over baseline training and 82% over static prefetching by autonomously adapting to dynamic conditions.