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

> **Publication**: aitalky (Independent AI Journalism)
> **Canonical Citation URL**: https://aitalky.vercel.app/news/google-cloud-ships-llm-d-1-0-with-cache-aware-routing-for-tpu-and-gpu-fleets
> **Original Source**: [MarkTechPost](https://www.marktechpost.com/2026/10/20/llm-d-1-0-open-source-distributed-inference-stack/)
> **Author**: Asif Razzaq (undefined)
> **Published Date**: Wednesday, October 21, 2026
> **Category**: RESEARCH
> **Tags**: AI, MarkTechPost, research

## Executive Summary
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



## Full Coverage
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

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