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Manfred Pamsl

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Open access Jul 2026

GPU Passthrough Across Virtualization Platforms for LLM Inference: Configuration Complexity and a Small-Model Performance Baseline

A structured, paired comparison of configuration complexity and performance across six platforms (Proxmox VM and LXC, native KVM, OpenStack VM and Zun, and Podman) on a single NVIDIA RTX 4500 Ada GPU, emphasizing the under-documented container paths

Priska Steininger, Manfred Pamsl, Helmut Lindner et al. · 0 citations