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Maximizing Programmable DPUs in the Network

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Describes a three‑year POC that integrates programmable DPUs into legacy telecoms to accelerate UPF-like functions, using DOCA API, C with CUDA plus Python and Go, containerized on Kubernetes. Two full‑time engineers build a DPU‑accelerated cUPF prototype targeting DGX for central and Bluefield‑3 for edge, run QoS tests that show strong performance, and evaluate multi‑tenancy and GPU‑as‑a‑Service with BIG‑IP Next for Kubernetes.

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