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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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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 300
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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 279
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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. An example of this is shown in the video above, where we incorporated network-related metrics into the Kubernetes cluster dashboard.

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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 245
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Critical CSS? Not So Fast!

CSS Wizardry

Note that the CSS file is marked as blocking (see the orange cross), and thus carries Highest priority and hits the network first. priority request, and hits the network after the JavaScript. By switching from an asynchronous media type (i.e. media=print ) to a synchronous media type (e.g. Moving Away From media.

Media 359