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Production Media Management: Transforming Media Workflows by leveraging the Cloud

The Netflix TechBlog

In this post, we will share a behind-the-scenes look at how Netflix delivers technology and infrastructure to help production crews create and exchange media during production and post production stages. Lights, Camera, Media! Now that we understand what media workflows are, let’s take a look at some of the workflows we’ve enabled.

Media 174
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How To Implement Video Information and Editing APIs in Java

DZone

It must be said that this video traffic phenomenon primarily owes itself to modernizations in the scalability of streaming infrastructure, which simply weren’t present fifteen years ago.

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Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix TechBlog

Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility. When Reloaded was designed, we focused on a single use case: converting high-quality media files (also known as mezzanines) received from studios into compressed assets for Netflix streaming.

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Building In-Video Search

The Netflix TechBlog

In order to train the model on internal training data (video clips with aligned text descriptions), we implemented a scalable version on Ray Train and switched to a more performant video decoding library. If you’re interested in more details, see our other post covering the Media Understanding Platform.

Media 225
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Why growing AI adoption requires an AI observability strategy

Dynatrace

And an O’Reilly Media survey indicated that two-thirds of survey respondents have already adopted generative AI —a form of AI that uses training data to create text, images, code, or other types of content that reflect its users’ natural language queries. These data volumes must be transferred from edge devices to the cloud.

Strategy 230
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Designing Instagram

High Scalability

User Feed Service, Media Counter Service) read the actions from the streaming data store and performs their specific tasks. media search index, locations search index, and so forth) in future. For instance, the LikeEvent can be read by the Media Counter Service and is used to update the media count in the data storage.

Design 334
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Introducing SVT-AV1: a scalable open-source AV1 framework

The Netflix TechBlog

However, a more scalable approach would be to begin with a new foundation and begin a new building. The facilities are modern, spacious and scalable. Scalable Video Technology (SVT) is Intel’s open source framework that provides high-performance software video encoding libraries for developers of visual cloud technologies.