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Building a Media Understanding Platform for ML Innovations

The Netflix TechBlog

By Guru Tahasildar , Amir Ziai , Jonathan Solórzano-Hamilton , Kelli Griggs , Vi Iyengar Introduction Netflix leverages machine learning to create the best media for our members. In addition, we were able to perform a handful of A/B tests to validate or negate our hypotheses for tuning the search experience.

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Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix TechBlog

This introductory blog focuses on an overview of our journey. Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. To achieve this, Cosmos was developed as a computing platform for workflow-driven, media-centric microservices.

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Migrating Critical Traffic At Scale with No Downtime?—?Part 1

The Netflix TechBlog

Migrating Critical Traffic At Scale with No Downtime — Part 1 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Hundreds of millions of customers tune into Netflix every day, expecting an uninterrupted and immersive streaming experience. This technique facilitates validation on multiple fronts.

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AVA Discovery View: Surfacing Authentic Moments

The Netflix TechBlog

To improve it, we decided to invest in creating a Media Understanding Platform , which enables us to extract meaningful insights from media that we can then surface in our creative tools. Each algorithm needed a process of evaluation and tuning to get great results in AVA Discovery View.

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Netflix Cloud Packaging in the Terabyte Era

The Netflix TechBlog

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Packaging has always been an important step in media processing.

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Tech Transforms podcast: Company Culture, Hyperautomation, User Experience in a Zero Trust World, and Security Metrics – June 2022 recap?

Dynatrace

Make sure to stay connected with our social media pages for updates and tag us with #TechTransforms to be featured on our pages! Tune in for Mark and Willie’s highlights and takeaways from the event. appeared first on Dynatrace blog. Note: Tech Transforms is on summer break from June 30th to August.

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Netflix Video Quality at Scale with Cosmos Microservices

The Netflix TechBlog

This system is responsible for processing incoming media files, such as video, audio and subtitles, and making them playable on the streaming service. Cosmos is a computing platform for workflow-driven, media-centric microservices. Stay tuned for more details on these algorithmic innovations. We call this system Cosmos.

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