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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

Pradeep Kumar Nalla

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Book Open access Aug 2026

Replacing NVMe Staging in LLM Inference with a High-Bandwidth CXL Memory Expander with an On-Device DMA Controller

This work evaluates a CXL memory expander equipped with an on-device DMA controller as a high-performance staging tier in GDS-style data paths, sustaining high bandwidth for fine-grained LLM inference workloads such as KV cache updates.

Veerasenareddy Burru, Pradeep Kumar Nalla, Alok Prasad · 0 citations

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