# GPU VM

Stay updated with our expert articles and insights on cloud-native and AI infrastructure management and orchestration topics.

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**NUMA-Aware GPU VMs: How NVIDIA's Reference Architecture Actually Fixes It**  
Learn how NVIDIA's NUMA-aware GPU VM reference architecture improves GPU performance by aligning CPUs, memory, and GPUs to reduce latency and maximize throughput.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/numa-aware-gpu-vms-how-nvidias-reference-architecture-actually-fixes-it)

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**Why is your GPU VM slower Than Its Twin?**  
Two identically configured GPU VMs can deliver very different performance because the GPU, CPU cores, and memory may not be placed on the same NUMA node  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/why-is-your-gpu-vm-slower-than-its-twin-p)