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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. from a client it performs two parallel operations: i) persisting the action in the data store ii) publish the action in a streaming data store for a pub-sub model. Component Design.

Design 334
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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 79
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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems 226
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Critical CSS? Not So Fast!

CSS Wizardry

Let’s look at the performance implications of getting Critical CSS right. We actually have a synchronous JS file that takes longer than the CSS does 4 : performance. performance. By switching from an asynchronous media type (i.e. media=print ) to a synchronous media type (e.g. mark ( ' head finished ' ).

Media 351
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For your eyes only: improving Netflix video quality with neural networks

The Netflix TechBlog

While conventional video codecs remain prevalent, NN-based video encoding tools are flourishing and closing the performance gap in terms of compression efficiency. We employed an adaptive network design that is applicable to the wide variety of resolutions we use for encoding. Left: Lanczos downscaling; right: deep downscaler.

Network 292
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Data Reprocessing Pipeline in Asset Management Platform @Netflix

The Netflix TechBlog

By Meenakshi Jindal Overview At Netflix, we built the asset management platform (AMP) as a centralized service to organize, store and discover the digital media assets created during the movie production. Production assets operations are performed in parallel with older data reprocessing without any service downtime.

Media 237
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Fostering a Web Performance Culture

Jos

Web Performance is not only about understanding what makes a site fast. Performance is a feature and needs to be prioritized as such. Performance is a topic that has interested me for a long time. Moving over to web, the performance problems are different. This is not a post explaining why web performance is important.