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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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Abdullah Ghanim Jaber

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#generative ai Open access Sep 2026

CADSA: Content-Aware Dynamic Sparse Attention for Lightweight and Energy-Efficient Edge AI with Sub-Quadratic Complexity

CADSA is a content-aware dynamic sparse attention framework that lowers the quadratic complexity of self-attention to sub-quadratic for lightweight edge AI deployment, and fine-tuning strategy with gradient masking decreases the training memory overhead by 60%, allowing for practical on-device fine-tuning.

Abdullah Ghanim Jaber, Abeer Ahmed Ali, Ibrahim Alshammari et al. · 0 citations

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