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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

Swathi Vallabhajosyula

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Book Open access Jul 2026

Phase-Wise Analysis of LLM Inference Acceleration on GPU, CPU, and Edge Device

This study presents a cross-platform, multi-model empirical study, where several important observations are brought, including the contrastive effect of quantization under different hardware bottlenecks, along with a quantification of runtime delays caused by the lack of parallelism in the ARM architecture.

Subhransu Das, Jiaming Cheng, Swathi Vallabhajosyula et al. · 0 citations

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