Data ingestion pipeline with Operation Management


At Netflix, to promote and recommend the content to users in the best possible way there are many Media Algorithm teams which work hand in hand with content creators and editors. Several of these algorithms aim to improve different manual workflows so that we show the personalized promotional image, trailer or the show to the user.

These media focused machine learning algorithms as well as other teams generate a lot of data from the media files, which we described in our previous blog, are stored as annotations in Marken. We designed a unique concept called Annotation Operations which allows teams to create data pipelines and easily write annotations without worrying about access patterns of their data from different applications.



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