精选理由
Salesforce用SageMaker推理组件实现多区域高可用,既满足合规要求又保持成本效益。
Salesforce使用Amazon SageMaker推理组件的SchedulingConfig参数,将模型副本分布在多个可用区。这一方案满足了Salesforce的多区域高可用合规要求。Salesforce无需牺牲多模型共托管成本效益。该方案解决了高可用性与成本效率的平衡问题。
原文 · AWS Machine Learning Blog
Spreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components
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 multi-model co-hosting.