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Python at Netflix

The Netflix TechBlog

We use Python through the full content lifecycle, from deciding which content to fund all the way to operating the CDN that serves the final video to 148 million members. video streaming) takes place in the Open Connect network. We use and contribute to many open-source Python packages, some of which are mentioned below.

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USENIX LISA2021 Computing Performance: On the Horizon

Brendan Gregg

The video is on [youtube]: The slides are on [slideshare] or as a [PDF]: I work on many areas of performance, but recently I've had a lot of demand to talk about BPF. This was a chance to talk about other things I've been working on, such as the present and future of hardware performance.

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Understanding operational 5G: a first measurement study on its coverage, performance and energy consumption

The Morning Paper

Does 5G improve the end-user experience for applications (web browsing, and 4K+ video streaming)? When it comes to latency the authors measured RTTs for four 5G base stations spread across the city, and 20 other Internet servers nationwide. What about UHD video? The authors tested a mobile UHD panoramic video telephony app.

Energy 130
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Observations on the Importance of Cloud-based Analytics

All Things Distributed

For example many of the Internet of Things innovations that we have seen come to life in the past years on AWS all have a significant analytics components to it. In the past analytics within an organization was the pinnacle of old style IT: a centralized data warehouse running on specialized hardware. Cloud enables video analytics.

Analytics 123
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Eye-Tracking In Mobile UX Research

Smashing Magazine

In the late 1990s, marketing and advertising agencies saw the potential of eye-tracking for the Internet and started using the technology to analyze how people consume content online. For instance, Nielsen’s research conducted in 2006 showed that people read content on the Internet in an F-shaped pattern.

Mobile 115
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Will AWS Have Anything New To Say About Sustainability at re:Invent 2024?

Adrian Cockcroft

SUS207 | Cutting costs and carbon: Using AWS Graviton3 in streaming Amazon Prime Video, a leading streaming provider, collaborated with AWS to upgrade its platform using energy-efficient AWS Graviton3 processors. It’s possible to get energy data in real time from NVIDIA GPUs (because NVIDIA provides it) but not from AWS hardware.

AWS 98
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What I learned at GlueCon 2023?—?Tipping Points and Generative AI

Adrian Cockcroft

There are no videos of the talks, so I tend to be a bit more experimental and try out new content at GlueCon. If you haven’t seen it in action, you should watch the latest video by @AIDRIVR. It’s big enough to be interesting but not too big (this year had fewer attendees than some in the past).