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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 292
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How To Boost Media Performance On A Budget

Smashing Magazine

How To Boost Media Performance On A Budget. How To Boost Media Performance On A Budget. Unquestionably, media enlivens websites, adding appeal, excitement, and intrigue, let alone enticements to stay on a page and frequently revisit it. Of the many factors that affect page-load speed, media is a significant one.

Media 117
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Edge Data Platforms, Real-Time Services, and Modern Data Trends

DZone

Edge data platforms are software solutions that enable businesses to collect, process, and analyze data at the edge of the network. By processing data at the edge of the network, latency can be minimized, which means that data can be processed and analyzed faster.

IoT 130
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Designing Instagram

High Scalability

User Feed Service, Media Counter Service) read the actions from the streaming data store and performs their specific tasks. media search index, locations search index, and so forth) in future. When a user requests for feed then there will be two parallel threads involved in fetching the user feeds to optimize for latency.

Design 334
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The Fastest Google Fonts

CSS Wizardry

It’s widely accepted that self-hosted fonts are the fastest option: same origin means reduced network negotiation, predictable URLs mean we can preload , self-hosted means we can set our own cache-control. This is the danger of the print media hack. On a high-latency connection, this spells bad news. Enter preload.

Google 364
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Dynamic Content Vs. Static Content: What Are the Main Differences

IO River

Static content represents fixed web elements like HTML, CSS, JavaScript files, images, and media assets. This is where Content Delivery Networks (CDNs) come into play. Content Delivery Networks (CDNs), web browsers, and proxy servers can store static files in their caches. How Can You Boost Website Performance?To

Cache 52
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How digital experience monitoring helps deliver business observability

Dynatrace

With DEM solutions, organizations can operate over on-premise network infrastructure or private or public cloud SaaS or IaaS offerings. STM generates traffic that replicates the typical path or behavior of a user on a network to measure performance for example, response times, availability, packet loss, latency, jitter, and other variables).