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AWS offers purpose-built media services to make creating, transforming, and delivering digital content fast and easy. You can find these services in this link: https://aws.amazon.com/media-services/. Most popular services are: cloudfront(cdn),s3(storage),mediaconvert(like ffmpeg)...Also provide use cases in this link.
If you are looking for managed solution for streaming you might consider MediaLive. It will allow you to create pseudo steams from prerecorded files. You can use MediaLive workflow wizard (https://docs.aws.amazon.com/medialive/latest/ug/wizard.html) to create test channel then use created by wizard cloudformation template as reference for channel creation automation.
Your question is answered by this Blog post: https://aws.amazon.com/solutions/implementations/live-streaming-on-aws/
Your workflow sounds like playout of VOD. for on-demand playout to specific users you want S3 +CloudFront ---unless you also want DRM and Encryption ? In which case, you want MediaPackage-VOD and CloudFront.
If you want playlist-based live linear channel playout of a VOD collection, look at Channel Assembly or MediaLive.
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