most citedOptimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing

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cs.LG2026

Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective

Mengfan Liu, Da Zheng, Junwei Su +1

Full-graph and mini-batch Graph Neural Network (GNN) training approaches have distinct system design demands, making it crucial to choose the appropriate approach to develop. A cor…