A Streaming Feature Store Based on Flink and the AWS SageMaker Feature Store API
The next wave of digital transformation is a synthesis of on-premise and cloud workloads where the same compute and storage cloud services are also available on-premise, in particular at the “edge” — near or at the location where the data is generated. For this edge-cloud synthesis to work, the cloud services — specifically programming APIs — must be available at the edge without requiring cloud access. For example, popular AWS services such as S3 for data storage and Lambda for serverless computing also need to work at the edge independently of the cloud.