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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

C. De Sio

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Open access Aug 2026

A Compiler-Aware Framework for Partitioned Neural Network Inference on FPGA DPUs

This work analyzes the Vitis AI compiler and proposes an XIR-level splitting framework that generates independently compilable .xmodel fragments while preserving the context required for DPU mapping, and restores correct DPU mapping by addressing boundary-context loss and incomplete dependency collection.

Federico Buccellato, Luca Mannini, C. De Sio · 0 citations
Sep 2026

In-Hardware Fault-Tolerance Controller for Multi-FPGA Clustered Architectures

The growing adoption of Commercial-Off-the-Shelf (COTS) components in space applications necessitates addressing performance and reliability challenges in radiation-intensive environments. Field-Programmable Gate Arrays (FPGAs), widely employed in these systems, offer exceptional computational capabilities but are vuln...

Giorgio Cora, Daniele Rizzieri, C. De Sio et al. · 1 citation

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