/ana/ - Analytics

lowkey just stumbled onto this breakdown of how netflix moved their data pipeline from offline to online using cloudstream. it sounds like they basically rebuilt their architecture to handle moving terabytes by shifting from stateless to stateful key-value abstractions. the whole point was to create a repeatable framework for capture and deployment without breaking things. they even used these pathfinder prototypes to test access patterns before going live. it's wild how much complexity you can hide behind a good abstraction layer i wonder if this approach is too heavy scalable enough for smaller teams or if it only works at their scale. does anyone here use similar stateful patterns for bulk data transfers?

full read: https://www.infoq.com/presentations/netflix-data-offline-online/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=global