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Designing Instagram

High Scalability

Design a photo-sharing platform similar to Instagram where users can upload their photos and share it with their followers. High Level Design. User Feed Service, Media Counter Service) read the actions from the streaming data store and performs their specific tasks. Component Design. API Design. API Design.

Design 334
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Scaling Media Machine Learning at Netflix

The Netflix TechBlog

Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners. We accomplish this by paving the path to: Accessing and processing media data (e.g. We accomplish this by paving the path to: Accessing and processing media data (e.g.

Media 297
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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. Dawn Chenette , Design Lead This approach had several benefits for product engineering. Incredible!” Thus, we didn’t build all the modules completely.

Media 299
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Production Media Management: Transforming Media Workflows by leveraging the Cloud

The Netflix TechBlog

Credit to Netflix Studio’s Product, Design, Content Hub Engineering teams along with all of the supporting partner and platform teams. 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.

Media 179
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HDR10+ Now Streaming on Netflix

The Netflix TechBlog

We enabled HDR10+ on Netflix using the AV1 video codec that was standardized by the Alliance for Open Media (AOM) in 2018. Our encoding pipeline is designed with flexibility and extensibility where all these HDR formats could be derived from a single DolbyVision deliverable efficiently atscale.

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Transform data into insights with Dynatrace Dashboards and Notebooks

Dynatrace

Ready-made dashboards and notebooks address this concern by offering pre-configured data visualizations and filters designed for common scenarios like troubleshooting and optimization. These ready-made dashboards offer your platform engineers, who oversee Kubernetes environments, immediate and comprehensive data visibility.

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Critical CSS? Not So Fast!

CSS Wizardry

When you use the media -switching pattern 5 to fetch a CSS file asynchronously, all you’re doing is making the network time asynchronous—the runtime is still always a synchronous operation, and we need to be careful not to inadvertently reintroduce that overhead back onto the Critical Path. By switching from an asynchronous media type (i.e.

Media 359