Prefill/Decode Disaggregation: Why Production LLM Inference Is Splitting Onto Separate Hardware | DigitalOcean

Prefill/Decode Disaggregation: Why Production LLM Inference Is Splitting Onto Separate Hardware | DigitalOcean

Long prompts stall everyone else’s tokens on shared GPUs. Why Mooncake, DeepSeek, and NVIDIA Dynamo split prefill and decode onto separate hardware.

Starts: 7/15/2026
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