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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

Dong-Bo Lv

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Book Open access Sep 2026

MX-KMeans: Accelerating K-Means Clustering through Microscaling Quantization

K-Means clustering is a classical unsupervised learning method widely used for its simplicity, efficiency, and broad applicability. In this work, we first analyze the numerical distributions of representative K-Means datasets and identify an opportunity for low-precision acceleration through hardware-native microscalin...

Rong-Tian Fu, Dong-Bo Lv, Xue-Ying Wang et al. · 0 citations
Book Open access Sep 2026

MX-KMeans: Accelerating K-Means Clustering through Microscaling Quantization

K-Means clustering is a classical unsupervised learning method widely used for its simplicity, efficiency, and broad applicability. In this work, we first analyze the numerical distributions of representative K-Means datasets and identify an opportunity for low-precision acceleration through hardware-native microscalin...

Rong-Tian Fu, Dong-Bo Lv, Xue-Ying Wang et al. · 0 citations

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