# Google Cloud Ships llm-d 1.0 With Cache-Aware Routing for TPU and GPU Fleets

> Source: <https://www.marktechpost.com/2026/10/20/llm-d-1-0-open-source-distributed-inference-stack/>
> Published: 2026-10-21 04:33:40+00:00

Google, Red Hat and IBM released llm-d 1.0, an open-source Kubernetes-native stack for distributed LLM inference. It adds multi-tenant flow control, zero-downtime upgrades and agent-aware routing across vLLM, SGLang, TPUs and GPUs.

The post [Google Cloud Ships llm-d 1.0 With Cache-Aware Routing for TPU and GPU Fleets](https://www.marktechpost.com/2026/10/20/llm-d-1-0-open-source-distributed-inference-stack/) appeared first on [MarkTechPost](https://www.marktechpost.com).