
HAMi: GPU Virtualization as the Reference Pattern for AI Infrastructure
HAMi (CNCF Sandbox) emerged at KubeCon EU 2026 as the reference implementation for GPU resource management across NVIDIA, AMD, Huawei, and Cambricon accelerators.
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HAMi (CNCF Sandbox) emerged at KubeCon EU 2026 as the reference implementation for GPU resource management across NVIDIA, AMD, Huawei, and Cambricon accelerators.

Armada treats multiple Kubernetes clusters as a single resource pool for GPU-intensive AI workloads, with global queue management, gang scheduling, and production-scale throughput.