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Roboflow Serverless vs. Self-Hosted Inference: What a 90-Second Traffic Spike Does to One GPU Server

Roboflow 博客(视觉实践) ·

Sizing GPUs for the traffic you expect works until traffic does something you didn’t expect. In our load test, a short burst left one GPU server timing out even after traffic returned to normal, while Roboflow Serverless kept up. Here’s what went wrong, and why autoscaling can’t add a GPU in time.

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