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most citedSolving Integrated Process Planning and Scheduling Problem via Graph Neural Network Based Deep Reinforcement Learning

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cs.DC2026

Bandwidth-Aware and Cost-Efficient Pipeline Parallel Scheduling in Geo-Distributed LLM Training

Han Zhang, Jianchun Liu, Hongli Xu

The rapid evolution of large language models (LLMs) has made geographically distributed training necessary due to GPU scarcity within a single cloud region. In such cross-region se…