AIAWS AI1h ago
Spreading the load: How Salesforce met Multi-AZ HA with SageMaker
Spreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components
TL;DRSalesforce used SageMaker to spread AI models across multiple data centers for reliability.
Why it matters: Shows how to balance high-availability requirements with cost efficiency in production AI systems.
Learn how Salesforce used Amazon SageMaker AI Inference Component placement (the SchedulingConfig parameter) to distribute model copies across multiple Availability Zones, meeting their Multi-AZ high availability compliance requirements without sacrificing the cost efficiency of…
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