Remove Availability Remove Cache Remove Media
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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 235
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Data ingestion pipeline with Operation Management

The Netflix TechBlog

by Varun Sekhri , Meenakshi Jindal , Burak Bacioglu Introduction At Netflix, to promote and recommend the content to users in the best possible way there are many Media Algorithm teams which work hand in hand with content creators and editors. Teams generally want to run algorithms and create annotations using all those media files.

Media 272
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Reducing The Web’s Carbon Footprint: Optimizing Social Media Embeds

Smashing Magazine

Reducing The Web’s Carbon Footprint: Optimizing Social Media Embeds. Reducing The Web’s Carbon Footprint: Optimizing Social Media Embeds. The Impact Of Social Media Embeds. Redesigning the social media coverage is briefly mentioned as one way to save approximately 1.4MB. Michelle Barker. 2022-02-03T12:00:00+00:00.

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CSS and Network Performance

CSS Wizardry

Split Your Media Types. So if achieving Critical CSS is proving quite tricky—and it probably is—another option we have is to split our main CSS file out into its individual Media Queries. We’re also able to adopt a more deliberate caching strategy, only cache busting the files that need it and leaving the rest untouched.

Network 278
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Cache and Prizes

Alex Russell

Browsers will cache tools popular among vocal, leading-edge developers. There's plenty of space for caching most popular frameworks. The best available proxy data also suggests that shared caches would have a minimal positive effect on performance. Suppose a user has only downloaded part of the cache.

Cache 89
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Django Highlights: Wrangling Static Assets And Media Files (Part 4)

Smashing Magazine

Django Highlights: Wrangling Static Assets And Media Files (Part 4). Django Highlights: Wrangling Static Assets And Media Files (Part 4). But unfortunately, when dealing with static assets and media files, there are a lot of caveats to deal with. Media Files. Media Files. Philip Kiely. 2020-06-25T12:30:00+00:00.

Media 77
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Migrating Critical Traffic At Scale with No Downtime?—?Part 1

The Netflix TechBlog

It provides a good read on the availability and latency ranges under different production conditions. For instance, envision a response payload that delivers media streams for a playback session. The service responsible for generating this payload consults a metadata service that provides all available streams for the given title.

Traffic 347