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Build vllm aks deployment cluster on GPU node pools. Scale LLM inference using Prometheus monitoring, KEDA autoscaling, and optimized Azure infrastructure.

Learn the inner workings of vLLM and how its PagedAttention, continuous batching, and KV cache management systems enable high-throughput LLM serving.