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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 294
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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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For your eyes only: improving Netflix video quality with neural networks

The Netflix TechBlog

Recently, we added another powerful tool to our arsenal: neural networks for video downscaling. In this tech blog, we describe how we improved Netflix video quality with neural networks, the challenges we faced and what lies ahead. How can neural networks fit into Netflix video encoding?

Network 297
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How Netflix brings safer and faster streaming experience to the living room on crowded networks…

The Netflix TechBlog

How Netflix brings safer and faster streaming experience to the living room on crowded networks using TLS 1.3 We want playback to start instantly and to never stop unexpectedly in any network environment. handshake was not designed to protect the integrity of the entire handshake. Reduced Handshake TLS 1.2 Since TLS 1.3’s

Network 242
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CSS and Network Performance

CSS Wizardry

In this post I want to look at how CSS can prove to be a substantial bottleneck on the network (both in itself and for other resources) and how we can mitigate it, thus shortening the Critical Path and reducing our time to Start Render. Split Your Media Types. Employ Critical CSS. The practical upshot of this is that the browser will….

Network 278
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Gatsby Headaches: Working With Media (Part 1)

Smashing Magazine

Gatsby Headaches: Working With Media (Part 1) Gatsby Headaches: Working With Media (Part 1) Juan Diego Rodríguez 2023-10-09T11:00:00+00:00 2023-10-09T21:07:06+00:00 Working with media files in Gatsby might not be as straightforward as expected. I remember starting my first Gatsby project. banner { background-image: url("./assets/images/forest-400.jpg");

Media 81
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Ecommerce Website Development: The Role of Responsive Design in Mobile Commerce

Official Blog - World Web Technology

However, with responsive website designing, a website would automatically adjust to the screen size of the device on which it’s opened. In this article, we will discuss the role of responsive website design in the Ecommerce industry. How Does Responsive Website Design Work? It improves your content presentation and marketing.