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doc: single-node pd optimizations - #36

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DwyaneShi:doc/single-node-pd
Jun 16, 2026
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doc: single-node pd optimizations#36
Jeffwan merged 1 commit into
aibrix:mainfrom
DwyaneShi:doc/single-node-pd

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Signed-off-by: Haiyang Shi <haiyang.shi@bytedance.com>

In this experiment, the E2E latency SLO was set to approximately 5 seconds\. We compared the maximum throughput \(RPS\) that different schemes can sustain while satisfying the same latency constraint\. Under the same production traffic, higher throughput means that each GPU can serve more requests, thereby reducing the number of GPUs required\. Based on the experimental results, we further quantify the throughput speedup of each scheme relative to the baseline and estimate the corresponding GPU resource savings under the same workload\.

### NVIDIA AIPerf Benchmark

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duplicate line? vs 208

@Jeffwan
Jeffwan merged commit e2a3f22 into aibrix:main Jun 16, 2026
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