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Paul Bryant

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#software testing Open access Sep 2026

Your GPU Is Up. Is Your AI? The Inference Resilience Profile

Healthy GPUs and available infrastructure do not, by themselves, demonstrate that an AI service will remain usable during failure. This whitepaper proposes an Inference Resilience Profile and a companion benchmark, ResilientInferenceBench, for evaluating AI service continuity across Kubernetes and NVIDIA GPU failure do...

Paul Bryant · 0 citations

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