ONNX Runtime model load timeout after S3 API throttling in Kubernetes
Problem In a production Kubernetes deployment the ONNX Runtime inference service intermittently fails to load models stored in cloud object storage (e.g., Amazon S3, Google Cloud Storage). The failure manifests as a model‑load timeout followed by inference request timeouts. The issue appears only after a period of sustained traffic and disappears after a pod restart. … Read more