Alibaba Cloud Infrastructure
May 31, 2024 · Cloud Native
Best Practices for Deploying AI Model Inference on Knative
This guide explains how to efficiently deploy AI model inference services on Knative by externalizing model data, using Fluid for accelerated loading, configuring secrets, ImageCache, graceful shutdown, probes, autoscaling parameters, mixed ECS/ECI resources, shared GPU scheduling, and observability features to achieve fast scaling, low cost, and high elasticity.
AI Model InferenceCloud NativeGPU
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