build1 publisher
A CreateAIBenchmarkJob call ramps a SageMaker endpoint from 64 to 1,024 concurrent requests
Amazon's concurrency sweeps push rising traffic at a SageMaker inference endpoint and report where throughput stops improving. Three vLLM settings in the sample deployment decide whether that curve transfers to your traffic.
Publishers:aws.amazon.com
Reality
- Evidence35
- Adoption20
- Hype gap+25
- Incentives85
- Confidence55