Benchmarking AI Workloads on SiFive RISC‑V + NVLink‑Connected GPUs

Design patterns and sample implementations for Kubernetes device plugins and scheduler plugins that handle NVLink GPU groups and RISC‑V NUMA affinity.

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A practical roadmap for open-source developers to get NVLink running on RISC‑V: specs, kernel hooks, runtime shims, Nvidia constraints and a contributor checklist.

Plan and validate SiFive RISC‑V + Nvidia GPU nodes with NVLink Fusion — topology, PCIe tradeoffs, power/cooling, networking, and a hands-on testbed checklist.

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Compare proprietary AI assistants with offline/open alternatives: privacy, data residency, and governance guidance for 2026.

Hands‑on guide to run Collabora (LibreOffice Online) with Nextcloud on Kubernetes—TLS, storage, scaling and backups for production (2026).

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