Posted On: Jun 27, 2018
Amazon SageMaker inference calls are now supported on AWS PrivateLink, keeping them secure from the internet. Customers can initiate inference calls to their machine learning models hosted on Amazon SageMaker inside their Amazon Virtual Private Cloud (VPC), without going over the internet.
Once a machine learning model is deployed into production with Amazon SageMaker, client applications use the SageMaker Runtime API to get inferences from the model. With this new capability, the SageMaker Runtime API can be called through an interface endpoint within the VPC. Since the communication between the client application and the SageMaker Runtime API is inside the VPC, there is no need for an Internet Gateway, a NAT device, a VPN connection, or AWS Direct Connect.
This feature is available in the US East (N. Virginia), US East (Ohio), US West (Oregon), Europe (Ireland), Asia Pacific (Tokyo), and Asia Pacific (Seoul) AWS Regions. For more information visit the documentation here.