It provides control but creates substantial platform responsibility.
MODEL SERVINGENTERPRISE AI ARCHITECTURE
Self-Hosted Inference Reference Architecture
Self-hosted inference combines model storage, GPU nodes, inference servers, load balancing, scheduling, autoscaling and observability.
A Kubernetes GPU pool loads approved models from immutable storage and serves them through a regional inference gateway.
What business requirement justifies owning this operational stack?
REMEMBERSelf-hosting buys control by accepting operational responsibility.
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