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All issues › Volume 343, Issue 1 › IT Vendor News › Oracle

Configure Advanced Inference Ingress on OCI Kubernetes Engine (OKE) with the Gateway API Inference Extension

Oracle, Monday, October 5th, 2026

Oracle walks through LLM-aware inference routing on OKE using Istio, the Gateway API Inference Extension and llm-d.

This Oracle walkthrough shows how to deploy inference-aware routing on OCI Kubernetes Engine using the OKE-managed Istio add-on for Gateway API together with the Gateway API Inference Extension's InferencePool.

The setup also uses the llm-d Router endpoint picker and the llm-d Inference Payload Processor, with a demo customer-support app whose Standard and Fast tiers route the same Gemma 4 model on vLLM to CPU-backed or NVIDIA A10 GPU pools based on the requested model field.

The configuration reports per-request metrics such as time to first token and tokens per second.

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