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Async inference in practice: a video-indexing service on Ray Serve

Anyscale · published 18 August 2026

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https://www.anyscale.com/blog/ray-serve-autoscaling-async-inference-custom-routing

anyscale.com

https://en.wikipedia.org/wiki/Dead_letter_queue

en.wikipedia.org

https://docs.aws.amazon.com/sagemaker/latest/dg/async-inference.html

docs.aws.amazon.com

https://docs.ray.io/en/latest/serve/asynchronous-inference.html

docs.ray.io

https://docs.aws.amazon.com/sagemaker/latest/dg/async-inference-autoscale.html

docs.aws.amazon.com

https://aws.amazon.com/blogs/machine-learning/amazon-sagemaker-inference-launches-faster-auto-scaling-for-generative-ai-models/

aws.amazon.com

https://docs.aws.amazon.com/sagemaker/latest/dg/model-deploy-feature-matrix.html

docs.aws.amazon.com