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Prefill/Decode Disaggregation Can Make Tail Latency Worse

Hacker Noon

TechnologyHacker Noon·Aug 14, 2026·1 min read

Prefill/Decode Disaggregation Can Make Tail Latency Worse

Prefill/decode disaggregation has the elegance of a clean architecture diagram. Prompt processing is compute-heavy. Token generation is memory-bandwidth-heavy. Put them on separate GPU pools, scale each phase independently, and stop them…

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