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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Yu-Kai Zhou

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#machine learning Preprint Sep 2026

COMPASS-ABS: Reducing Fragmentation in Shared GPU Clusters for Deep Learning Training Workloads

SIF is introduced, a metric built on the notion of partial-nodes that is independent of historical workload knowledge that matches both theory and production and COMPASS-ABS is proposed, which employs the COMPact-ASSured (COMPASS) algorithm to confine the cluster state within a tight Anchor-Based Space (ABS).

Yu-Kai Zhou, Hong-Fan Wu · 0 citations

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