AWS Architecture Blog

Franklin Aguinaldo

Author: Franklin Aguinaldo

Franklin is a Senior Solutions Architect at Amazon Web Services, He has over 20+ years of experience in development and architecture. Franklin is an App Modernization SME, and an expert on Serverless and Containers.

AI/ML hybrid data access strategy reference architecture

Designing a hybrid AI/ML data access strategy with Amazon SageMaker

Over time, many enterprises have built an on-premises cluster of servers, accumulating data, and then procuring more servers and storage. They often begin their ML journey by experimenting locally on their laptops. Investment in artificial intelligence (AI) is at a different stage in every business organization. Some remain completely on-premises, others are hybrid (both on-premises […]