The Netflix TechBlog

NOVEMBER 17, 2022

On a CPU, we leveraged oneDnn to further reduce latency. Integrating neural networks into our next-generation encoding platform The Encoding Technologies and Media Cloud Engineering teams at Netflix have jointly innovated to bring Cosmos , our next-generation encoding platform, to life.

Network 292

Network Media Innovation Efficiency 292

The Netflix TechBlog

MAY 4, 2023

It provides a good read on the availability and latency ranges under different production conditions. The upstream service calls the existing and new replacement services concurrently to minimize any latency increase on the production path. For instance, envision a response payload that delivers media streams for a playback session.

Traffic 339

Traffic Latency Tuning Systems 339

The Netflix TechBlog

MARCH 10, 2023

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.

Media 237

Media Traffic Processing Design 237

Dynatrace

JANUARY 17, 2024

And an O’Reilly Media survey indicated that two-thirds of survey respondents have already adopted generative AI —a form of AI that uses training data to create text, images, code, or other types of content that reflect its users’ natural language queries. Use containerization.

Strategy 222

Strategy Artificial Intelligence Storage Cloud 222

CSS Wizardry

MAY 19, 2020

While there are a number of ways to achieve this, I’d dare say the simplest and most ubiquitous is Filament Group’s print media type trick. This is the danger of the print media hack. On a high-latency connection, this spells bad news. Put another-other way, this file is latency-bound, not bandwidth-bound. Enter preload.

Google 364

Google Media Latency Metrics 364

IO River

NOVEMBER 2, 2023

Static content represents fixed web elements like HTML, CSS, JavaScript files, images, and media assets. Social media platforms like Facebook are prime examples of sites leveraging dynamic content. Each dynamic request may require transmitting additional data, such as HTML templates, database records, and dynamically generated media.

Cache 52

Cache Social Media Website Performance Website 52

All Things Distributed

NOVEMBER 5, 2015

This region will provide even lower latency and strong data sovereignty to local users. Media and Entertainment – BBC , Channel 4 , ITV , News UK , The FT , Trinity Mirror , The Guardian. The AWS UK region will be our third in the European Union (EU), and we're shooting to have it ready by the end of 2016 (or early 2017).

AWS 167

AWS Retail Entertainment IoT 167

CSS Wizardry

AUGUST 13, 2019

Although this response has a 0B filesize, we will always take the latency hit on every single page view (and this response is basically 100% latency). com , which introduces yet more latency for the connection setup. On mobile connections, this can amount to whole seconds of delays, all sat on the Critical Path.

Latency 203

Latency Cache Strategy Media 203

IO River

NOVEMBER 2, 2023

Static content represents fixed web elements like HTML, CSS, JavaScript files, images, and media assets. Social media platforms like Facebook are prime examples of sites leveraging dynamic content. Each dynamic request may require transmitting additional data, such as HTML templates, database records, and dynamically generated media.

Cache 52

Cache Social Media Website Performance Website 52

Dynatrace

APRIL 26, 2022

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). One use case for STM is to model the behavior of a customer in the form of a flow of transactions along the buyer’s journey.

Monitoring 203

Monitoring Social Media IoT Metrics 203

Smashing Magazine

AUGUST 15, 2023

Large preview ) While browsers are generally pretty fast, these steps still take time to load, typically in seconds, and even longer on slower, high-latency network connections. Homepage of a default Drupal site using the Umami theme. And because this image is within the initial viewport, it’s very noticeable.

Media 73

Media Metrics Mobile Best Practices 73

Adrian Cockcroft

JANUARY 20, 2023

So this November Shahin and I went to SC22 in Dallas TX together, as analysts, and started out in the media briefing event where the latest Top500 Report was revealed and discussed. Many HPC workloads synchronize work on a barrier, and work much better if there’s a consistently narrow latency distribution without a long tail.

Architecture 52

Architecture Latency Benchmarking AWS 52

The Morning Paper

MARCH 17, 2020

higher latency and lower bandwidth)… We have found the actual behavior of Optane DIMMs to be more complicated and nuanced than the "slower, persistent DRAM" label would suggest. The physical media is accessed in chunks of 256 bytes (an XPLine). The read latency for Optane is 2x-3x higher than DRAM.

Scalability 59

Scalability Latency Cache Media 59

All Things Distributed

OCTOBER 23, 2014

The new Frankfurt region provides low millisecond latencies to major cities in continental Europe and is also run with carbon neutral power. This is our 11th infrastructure region and was built to support the strong demand we are seeing in Europe and to give our customers the option to run infrastructure located in Germany.

AWS 160

AWS Cloud Media Latency 160

Alex Russell

APRIL 29, 2021

webcam access via getUserMedia() or the Media Session API ) may attend deceptively small expansions in exposed API surface. Audio Worklets are a fundamental enabler for rich media and games on the web. Media Recorder. Media Source API (a.k.a. "MSE"). Meanwhile, truly transformative features (e.g. Audio Worklets.

Media 145

Media Games Education Engineering 145

All Things Distributed

JUNE 20, 2017

This enables customers to serve content to their end users with low latency, giving them the best application experience. In 2008, AWS opened a point of presence (PoP) in Hong Kong to enable customers to serve content to their end users with low latency. Since then, AWS has added two more PoPs in Hong Kong, the latest in 2016.

AWS 146

AWS Logistics Cloud Social Media 146

Smashing Magazine

NOVEMBER 9, 2021

However, then the style will not be present when referencing the image directly (such as the image shared in social media via the <meta property="og:image" content="{image-url}"> tag), making the image devoid of personality. The images embedded in social media when sharing our content are of particular interest.

Website 103

Website Social Media Media Design 103

All Things Distributed

NOVEMBER 13, 2018

We needed to serve our growing base of startup, government, and enterprise customers across many vertical industries, including automotive, financial services, media and entertainment, high technology, education, and energy. Seat Pagine Gialle Italia is an Italian media company most famous for producing the Yellow and White Pages directories.

AWS 167

AWS Energy Automotive Traffic 167

Speed Curve

MAY 1, 2023

According to the Chrome dev team : "INP is a metric that aims to represent a page's overall interaction latency by selecting one of the single longest interactions that occur when a user visits a page. INP logs the latency of all interactions throughout the entire page lifecycle. Media sites are particularly prone to this issue.

Performance 98

Performance Metrics Media Google 98

CSS - Tricks

APRIL 1, 2021

About the most complex part are some social media buttons for people to share the page. Redirects are often pretty light in terms of the latency that they add to a website, but they are an easy first thing to check, and they can generally be removed with little effort. Here’s the thing: performance is more than a one-off task.

Cache 92

Cache Social Media Media Website 92

KeyCDN

SEPTEMBER 12, 2019

The file size of your images of course is very important, but SEO and social media also play an important part in helping your website perform and convert better. How to optimize images for social media for better engagement and CTR. How to optimize images for SEO to rank and index better in search engines. KB (30%) without losses.

Social Media 106

Social Media Media Google Website 106

All Things Distributed

SEPTEMBER 29, 2016

Based in the Paris area, the region will provide even lower latency and will allow users who want to store their content in datacenters in France to easily do so. Our teams are helping companies of all sizes, operating in various industries, such as finance, business, media, and many others, move to the cloud.

AWS 166

AWS IoT Internet Internet 166

MachMetrics

OCTOBER 16, 2019

As the media coverage of the project ramps up, you may have heard of Starlink – SpaceX’s new satellite constellation project. However, there is excitement around Starlink for other reasons – namely, the implications it might have for internet speed and latency – even by just a small amount (20 milliseconds on average).

Internet 44

Internet Internet Latency Speed 44

Percona

MAY 2, 2023

The answer does not consider the queue or latency of the sample, which could indicate a disk with issues. And if ChatGPT does not give you a proper answer, feel free to contact us on social media or our forum ! In your sample, the %util values range from 1.30 The answer could be better. Q: I have a server with 2 NUMA cores.

Social Media 122

Social Media Database Servers Cache 122

Smashing Magazine

AUGUST 3, 2023

You need to watch out for complex design elements, large media files, or slow browser rendering can delay the time it takes for the largest contentful element to render. This proximity significantly reduces the time it takes for the data to travel from the server to the user, thus reducing latency and improving load times.

Performance 74

Performance Cache Traffic Metrics 74

The Netflix TechBlog

JANUARY 10, 2024

This architecture shift greatly reduced the processing latency and increased system resiliency. We expanded pipeline support to serve our studio/content-development use cases, which had different latency and resiliency requirements as compared to the traditional streaming use case.

Processing 229

Processing Media Latency Innovation 229

The Netflix TechBlog

MARCH 1, 2021

It supports both high throughput services that consume hundreds of thousands of CPUs at a time, and latency-sensitive workloads where humans are waiting for the results of a computation. Our response was to create Cosmos, a platform for workflow-driven, media-centric microservices. debian packages).

Serverless 228

Serverless Media Latency Social Media 228

IO River

NOVEMBER 2, 2023

Negative experiences can swiftly spread through social media and other platforms, worsening the impact on the brand's image. Twitter serves as a vital communication channel for individuals, businesses, and even public figures, the outage attracted widespread attention and negative feedback on social media and in the news.

Availability 52

Availability Social Media Traffic Games 52

IO River

NOVEMBER 2, 2023

Negative experiences can swiftly spread through social media and other platforms, worsening the impact on the brand's image. Twitter serves as a vital communication channel for individuals, businesses, and even public figures, the outage attracted widespread attention and negative feedback on social media and in the news.

Availability 52

Availability Social Media Traffic Games 52

Dotcom-Montior

DECEMBER 8, 2021

An organization’s response to an incident, whether we are talking about downtime, security breaches or cyber-attacks, or even prolonged latency and repeated errors, is critical to the continued success of the business and trust from the customer or end user. Incident Management Lifecyle: Process and Steps. Incident Logging.

Social Media 90

Social Media Monitoring Latency DevOps 90

SQL Server According to Bob

JANUARY 11, 2020

Briefly, WAL requires that all the transaction log records associated with a ​​ particular ​​ data page be flushed to stable media before the data page itself can be flushed to stable media. Stable Media Stable media is often confused with physical storage.

Servers 40

Servers Cache Media Hardware 40

All Things Distributed

NOVEMBER 8, 2012

Customers from various verticals (media, social gaming, mobile, news, advertisement) such as Netflix, Shazam and Scopely have used SQS in variety of use-cases requiring loose coupling and high performance.

Efficiency 104

Efficiency Cloud Games Scalability 104

The Morning Paper

DECEMBER 8, 2019

The starting point is a set of three asumptions for an NVM-based programming model: Compared to traditional persistent media, NVM is fast. Therefore any programming abstraction must be low latency and the kernel needs to be kept off the path of persistent data access as much as possible. in front of that memory , as we saw last week).

Hardware 56

Hardware Programming Media Storage 56

The Netflix TechBlog

MARCH 7, 2023

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. But we cannot search or present low latency retrievals from files Etc.

Media 264

Media Latency Architecture Database 264

Abhishek Tiwari

JULY 12, 2018

Here are 8 fallacies of data pipeline The pipeline is reliable Topology is stateless Pipeline is infinitely scalable Processing latency is minimum Everything is observable There is no domino effect Pipeline is cost­-effective Data is homogeneous The pipeline is reliable The inconvenient truth is that pipeline is not reliable.

Latency 63

Latency Analytics Scalability Engineering 63

Smashing Magazine

JANUARY 11, 2021

Assets Optimizations Brotli, AVIF, WebP, responsive images, AV1, adaptive media loding, video compression, web fonts, Google fonts. Estimated Input Latency tells us if we are hitting that threshold, and ideally, it should be below 50ms. Do we use adaptive media loading and client hints? Large preview ).

Performance 145

Performance Cache Media Metrics 145

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Packaging has always been an important step in media processing. Uploading and downloading data always come with a penalty, namely latency.

Cloud 237

Cloud Media Storage Cache 237