Amazon SageMaker Neo is now available in the Middle Eastern (Bahrain) region. Amazon SageMaker Neo enables developers to train machine learning models once and run them anywhere in the cloud and at the edge. Amazon SageMaker Neo optimizes models to run up to twice as fast, with less than a tenth of the memory footprint, with no loss in accuracy.

from Recent Announcements https://aws.amazon.com/about-aws/whats-new/2019/10/amazon-sagemaker-neo-is-now-available-in-middle-east-bahrain/