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As organizations scale their Amazon Web Services (AWS) infrastructure, they frequently encounter challenges in orchestrating data and analytics workloads across multiple AWS accounts and AWS Regions. While multi-account strategy is essential for organizational separation and governance, it creates complexity in maintaining secure data pipelines and managing fine-grained permissions particularly when different teams manage resources in separate accounts.

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that you can use to set up and operate data pipelines in the Amazon Cloud at scale. Apache Airflow is an open source tool used to programmatically author, schedule, and monitor sequences of processes and tasks, referred to as workflows. With Amazon MWAA, you can use Apache Airflow to create workflows without having to manage the underlying infrastructure for scalability, availability, and security.

In this blog post, we demonstrate how to use Amazon MWAA for centralized orchestration, while distributing data processing and machine learning tasks across different AWS accounts and Regions for optimal performance and compliance...

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