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This PR introduces a new section titled "Optimize your Inference Latencies" in the Amazon SageMaker setup guide. The section addresses latency issues that may arise due to SageMaker endpoints' default random routing strategy, particularly in applications centred around generative AI.
It highlights the availability of the
RoutingStrategy
parameter on the SageMaker platform, which enables users to employ the 'least outstanding requests' (LOR) routing approach. This strategy has demonstrated improved latency performance across various scenarios, as referenced in the provided link.RoutingStrategy