08/29/2026
GPUs are expensive. Idle GPUs are wasted money.
Autoscale with EKS + Karpenter + KEDA + vLLM. 📉
Queue depth, TTFT, KV cache—scale on inference metrics, not CPU.
Full guide 👇
https://blog.easecloud.io/ai-cloud/gpu-autoscaling-for-llm-inference/?utm_source=facebook&utm_medium=social&utm_id=q4-2025&utm_term=ec&utm_content=post