Amazon SageMaker Feature Store now supports a fully managed, in-memory online store, which enables you to retrieve features for model serving in real time for high throughput ML applications. The new online store is powered by ElastiCache for Redis, which is a blazing fast in-memory data store built on open-source Redis.
Source:: Amazon AWS