The Netflix TechBlog

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! Netflix applies data science to hundreds of use cases across the company, including optimizing content delivery and video encoding. Get started at metaflow.org.

Open Source 232

Open Source AWS Infrastructure Energy 232

The Netflix TechBlog

MAY 21, 2019

Netflix engineers run a series of tests and benchmarks to validate the device across multiple dimensions including compatibility of the device with the Netflix SDK, device performance, audio-video playback quality, license handling, encryption and security. Detect a regression in a test case. It can be used in Python notebooks ?

Testing 163

Testing AWS Lambda Network 163

The Morning Paper

MARCH 1, 2020

Firecracker is the virtual machine monitor (VMM) that powers AWS Lambda and AWS Fargate, and has been used in production at AWS since 2018. The first version of AWS Lambda was built using Linux containers. All of the existing approaches we just examined involve trade-offs that AWS didn’t want to make.

Serverless 101

Serverless Virtualization Lambda AWS 101

Brendan Gregg

FEBRUARY 28, 2023

The video is now on [YouTube]: The slides are [online] and as a [PDF]: first prev next last / permalink/zoom In Q&A I was asked about CXL (compute express link) which was fortunate as I had planned to cover it and then forgot, so the question let me talk about it (although Q&A is missing from the video).

Performance 110

Performance Latency Cache Virtualization 110

The Netflix TechBlog

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! Netflix applies data science to hundreds of use cases across the company, including optimizing content delivery and video encoding. Get started at metaflow.org.

Open Source 134

Open Source AWS Infrastructure Energy 134

Brendan Gregg

JULY 4, 2021

AWS Graviton2); for memory with the arrival of DDR5 and High Bandwidth Memory (HBM) on-processor; for storage including new uses for 3D Xpoint as a 3D NAND accelerator; for networking with the rise of QUIC and eXpress Data Path (XDP); and so on.

Performance 52

Performance Latency Hardware Storage 52

Smashing Magazine

JANUARY 11, 2021

Assets Optimizations Brotli, AVIF, WebP, responsive images, AV1, adaptive media loding, video compression, web fonts, Google fonts. dashboard (open source), SpeedCurve and Calibre are just a few of them, and you can find more tools on perf.rocks. You can then mimic the 90th percentile’s experience for testing. Large preview ).

Performance 145

Performance Cache Media Metrics 145

The Netflix TechBlog

OCTOBER 18, 2019

To support these efforts, they developed and open sourced some tools along the way. They described the problem of video uploads to Facebook where the goal is to maximize the quality of the video without a decrease in reliability of the upload. Sam described Ax and BoTorch?—?Ax

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

Brendan Gregg

FEBRUARY 28, 2023

The video is now on YouTube : The slides are online and as a PDF : first prev next last / permalink/zoom In Q&A I was asked about CXL (compute express link) which was fortunate as I had planned to cover it and then forgot, so the question let me talk about it (although Q&A is missing from the video).

Performance 52

Performance Latency Cache Virtualization 52

The Netflix TechBlog

OCTOBER 18, 2019

To support these efforts, they developed and open sourced some tools along the way. They described the problem of video uploads to Facebook where the goal is to maximize the quality of the video without a decrease in reliability of the upload. Sam described Ax and BoTorch?—?Ax

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

Smashing Magazine

AUGUST 3, 2023

This could be an image, a block of text, or even an embedded video. For Performance Monitoring Many of you reading this may already be familiar with Next.js, but it is a popular open-source JavaScript framework that allows us to monitor our website’s performance in real-time. Here’s how we do it at Bookaway. One of the key Next.js

Performance 74

Performance Cache Traffic Metrics 74

Percona

APRIL 17, 2023

Percona Monitoring and Management (PMM) is an open source database observability, monitoring, and management tool that provides actionable performance data for MongoDB variants, including Percona Server for MongoDB, MongoDB Community, and MongoDB Enterprise. This is because the setting has no use in modern PCIe/NVMe devices.

Best Practices 52

Best Practices Design Tuning Database 52

KeyCDN

JUNE 25, 2020

Vim was made available in 1991 and is a free, open source software. If you play video games that use the left-hand keys on the keyboard to move your character around, this concept is probably familiar to you. To open a file using Vim you can use the following command (simply replace filename.css with your actual file name).

Games 125

Games Open Source Availability C++ 125

The Netflix TechBlog

APRIL 29, 2019

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. We use and contribute to many open-source Python packages, some of which are mentioned below. video streaming) takes place in the Open Connect network.

Open Source 279

Open Source Network Infrastructure Big Data 279

Smashing Magazine

JANUARY 6, 2020

To get a good first impression of how your competitors perform, you can use Chrome UX Report ( CrUX , a ready-made RUM data set, video introduction by Ilya Grigorik and detailed guide by Rick Viscomi) or Treo Sites , a RUM monitoring tool that is powered by Chrome UX Report. You can then mimic the 90th percentile’s experience for testing.

Performance 145

Performance Cache Network Metrics 145

Smashing Magazine

JANUARY 7, 2019

To get a good first impression of how your competitors perform, you can use Chrome UX Report ( CrUX , a ready-made RUM data set, video introduction by Ilya Grigorik), Speed Scorecard (also provides a revenue impact estimator), Real User Experience Test Comparison or SiteSpeed CI (based on synthetic testing). Assets Optimizations.

Performance 103

Performance Cache Metrics Network 103

O'Reilly

NOVEMBER 28, 2023

16% of respondents working with AI are using open source models. Many of the new open source models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). Open source models are a large and diverse group.

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

The Netflix TechBlog

MARCH 10, 2023

By Burak Bacioglu , Meenakshi Jindal Asset Management at Netflix At Netflix, all of our digital media assets (images, videos, text, etc.) Most applications in content and studio engineering at Netflix deal with assets; such as videos, images, text, etc. are stored in secure storage layers.

Strategy 258

Strategy Cache Analytics Storage 258

O'Reilly

JANUARY 17, 2023

There are various implementations–from the industrial-grade AWS SageMaker Autopilot and Google Cloud Vertex AI , to offerings from smaller players–but, in a nutshell, some developers spotted that same for() loop and built a slick UI on top. “What if we build a model to detect motion in the video feed?

Tuning 130

Tuning Open Source AWS Software 130

Smashing Magazine

AUGUST 20, 2021

Fast-forward 30 years, and website technology has changed significantly — we have images, stylesheets, JavaScript, streaming video, AJAX, animation, WebSockets, WebGL, rounded corners in CSS — the list goes on. It was a battle of not only proprietary vs open source but also static vs dynamic. The site will load in a snap.

Ecommerce 139

Ecommerce Website Government Internet 139

Smashing Magazine

JULY 6, 2021

Web pages, such as the one you’re reading now, have text, images, videos and other assets to bring information to you. Along with images, the next heaviest assets are videos. Once again, with the microservices mindset, streaming of videos should be left to service providers such as YouTube, Vimeo and other online streaming services.

Cache 143

Cache Website Mobile Google 143

O'Reilly

MARCH 23, 2023

GPT-2 is open source. GPT-3 and GPT-4 are not open source, but are available for free and paid access. Facebook released a previous model, OPT-175B , to the open source community. BLOOM An open source model developed by the BigScience workshop. with specialized training. GPT-2, 3, 3.5,

Google 104

Google Open Source Programming Code 104

All Things Distributed

OCTOBER 12, 2016

Three years ago, as part of our AWS Fast Data journey we introduced Amazon ElastiCache for Redis , a fully managed in-memory data store that operates at sub-millisecond latency. All these capabilities are available to customers at no additional charge, and maintain open-source Redis compatibility. Building upon Redis.

Scalability 130

Scalability Analytics Cache AWS 130

All Things Distributed

AUGUST 20, 2015

Social media apps navigate relationships between friends, photos, videos, pages, and followers. Like many AWS innovations, the desire to build a solution for a scalable graph database came from Amazon’s retail business. Another customer says that AWS makes it easier to analyze large graphs of data and relationships within the data.

Database 134

Database Logistics Availability Social Media 134

All Things Distributed

APRIL 18, 2012

Introducing AWS Marketplace. Today Amazon Web Services launched AWS Marketplace , an online store that makes it easy for you to find, buy, and immediately start using software and services that run on the AWS Cloud. You can use AWS Marketplaceâ??s Expanding the Cloud â?? By Werner Vogels on 19 April 2012 02:00 AM.

AWS 115

AWS Cloud Software Software 115

Smashing Magazine

NOVEMBER 15, 2021

Oh My Zsh is an open-source, community-driven framework for managing your configuration for Z Shell (or Zsh, a popular Unix shell). Fig adds VSCode-style autocomplete to your existing terminal and includes support for existing CLI tools like Git, npm, Kubernetes, Docker, AWS, Google Cloud, and more. Large preview ).

Development 133

Development Google Storage Open Source 133

The Netflix TechBlog

OCTOBER 21, 2019

A few noteworthy examples include: Realtime monitoring of Netflix streaming health which examines all of Netflix’s streaming video traffic in realtime and accurately identifies negative impact on the viewing experience with fine-grained granularity. Try It Out Today To learn more about Mantis, you can check out the main Mantis page.

Open Source 148

Open Source Metrics Engineering Processing 148

The Netflix TechBlog

OCTOBER 21, 2019

A few noteworthy examples include: Realtime monitoring of Netflix streaming health which examines all of Netflix’s streaming video traffic in realtime and accurately identifies negative impact on the viewing experience with fine-grained granularity. Try It Out Today To learn more about Mantis, you can check out the main Mantis page.

Open Source 101

Open Source Metrics Engineering Processing 101

The Netflix TechBlog

OCTOBER 21, 2019

A few noteworthy examples include: Realtime monitoring of Netflix streaming health which examines all of Netflix’s streaming video traffic in realtime and accurately identifies negative impact on the viewing experience with fine-grained granularity. Try It Out Today To learn more about Mantis, you can check out the main Mantis page.

Open Source 100

Open Source Metrics Engineering Processing 100