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...