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Building hybrid satellite imagery processing pipelines in AWS

Public Sector Blog

This article discusses how to build hybrid satellite imagery processing pipelines on AWS that can support both cloud and on-premises deployments with minimal modifications.

Specifically, the article covers:

  • The use cases for deploying on-premises, including data residency needs or maximizing existing infrastructure investments
  • Using AWS Outposts to run AWS services on-premises while benefiting from AWS management and operations
  • Achieving consistent compute environments across cloud and on-premises with Amazon EKS and its deployment options
  • Implementing MLOps for machine learning inference in hybrid environments
  • Reference architectures for deploying pipelines on AWS Outposts or customer infrastructure
  • How different AWS services can be integrated to build these hybrid pipelines
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