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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

Author

Youmin Chen

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Book Open access Sep 2026

Anchor: Mitigating GPU Shallow Disruptions with Decoupled Memory

Job failures are frequent in large-scale GPU clusters for LLM workloads, leading to significant resource wastage. The vast majority of these are shallow disruptions (e.g., software errors or updates), where only the worker process crashes while the underlying GPU and OS kernel remain intact. Existing recovery systems,...

Hao-Yi Ma, Shi-Wei Gao, You-Min Chen et al. · 0 citations
Jun 2026

HEXA: A Disjoint-Subgraph-Based Indexing Framework for Approximate Nearest Neighbor Search at Billion Scale

Approximate Nearest Neighbor (ANN) search is a core operation in large-scale vector databases that support recommendation, semantic search, and retrieval-augmented generation. Graph-based indexes are widely used for their superior search performance at million scale, but scaling them to billion-scale datasets exposes a...

Yi-Fei Xu, Yan-Yan Shen, You-Min Chen et al. · 0 citations

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