The Netflix TechBlog

JANUARY 10, 2024

When Reloaded was designed, we focused on a single use case: converting high-quality media files (also known as mezzanines) received from studios into compressed assets for Netflix streaming. To achieve this, Cosmos was developed as a computing platform for workflow-driven, media-centric microservices.

Processing 238

Processing Media Latency Innovation 238

Dynatrace

NOVEMBER 30, 2023

What was once an onslaught of consumer traffic between Black Friday and Cyber Monday has turned into a weeklong event, with most retailers offering deals well ahead of Black Friday. Social media was relatively quiet, and as always, the Dynatrace Insights team was benchmarking key retailer home pages from mobile and desktop perspectives.

Retail 278

Retail Social Media Performance Benchmarking 278

Dynatrace

SEPTEMBER 30, 2019

They also used traditional media outlets to direct people to the county website for the latest updates and resources. Dynatrace’s AI engine, Davis automatically identified high traffic surges on the county website as the fire took hold. High Traffic Notification.

DevOps 197

DevOps Traffic Website Infrastructure 197

Smashing Magazine

JUNE 25, 2020

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

Media Cache Storage AWS 77

Dynatrace

JULY 31, 2024

Dynatrace Notebooks is an interactive capability that enables users across the organization to collaborate using code, text, and rich media to build, evaluate, and share insights for exploratory analytics. The problem card helped them identify the affected application and actions, as well as the expected traffic during that period.

Airlines 258

Airlines Monitoring Healthcare Traffic 258

The Netflix TechBlog

MARCH 7, 2024

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

Systems Media Cache Open Source 235

The Netflix TechBlog

APRIL 29, 2019

Demand Engineering Demand Engineering is responsible for Regional Failovers , Traffic Distribution, Capacity Operations and Fleet Efficiency of the Netflix cloud. Subsequently, many useful libraries get developed, making the language even more desirable to learn and use. We are proud to say that our team’s tools are built primarily in Python.

Open Source 280

Open Source Network Infrastructure Big Data 280

The Netflix TechBlog

NOVEMBER 29, 2023

1) depicts the migration of traffic from fixed bitrates to DO encodes. 1: Migration of traffic from fixed-ladder encodes to DO encodes. We started backfilling HDR-DO encodes for existing titles from Q2 2022. By June 2023 the entire HDR catalog was optimized. The graphic below (Fig. 263–1–8 (2023) [ online ] [2] A. Choudhury, L.

Open Source 260

Open Source Software Engineering Internet Internet 260

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).

Monitoring 246

Monitoring Social Media IoT Metrics 246

The Netflix TechBlog

NOVEMBER 2, 2021

This system is responsible for processing incoming media files, such as video, audio and subtitles, and making them playable on the streaming service. Cosmos is a computing platform for workflow-driven, media-centric microservices. We call this system Cosmos. In other words, how do we manage living a life in both worlds?

Media 178

Media Innovation Metrics Latency 178

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 164

AWS Energy Automotive Traffic 164

O'Reilly

JUNE 18, 2024

While a blog or social media post, YouTube gardening or plumbing tutorial, music or dance performance, is implicitly copyrighted by its creators (and may also include copyrighted music or other copyrighted components), it is meant to be freely shared. This is not a battle that either side should be looking to “win.”

Social Media 145

Social Media Media Open Source Traffic 145

The Netflix TechBlog

MAY 14, 2021

Prodicle Distribution Our service is required to be elastic and handle bursty traffic. Our team was responsible for Google integrations, watermarking, bursty traffic management, and on-call support for this application. We had to traverse multiple codebases, and observability systems to debug errors and inefficiencies in the system.

Traffic 166

Traffic Java Latency Google 166

Dynatrace

FEBRUARY 28, 2024

Exploratory data analytics is an analysis method that uses visualizations, including graphs and charts, to help IT teams investigate emerging data trends and circumvent issues, such as unexpected traffic spikes or performance degradations. Notebooks] is purposely built to focus on data analytics,” Zahrer said. “We

Analytics 246

Analytics Metrics Media Monitoring 246

The Polyglot Developer

OCTOBER 25, 2014

Adding social media features to your application is a great way help spread the word, without actually doing anything. Social media can bring good traffic for you, the developer, and provide useful features to your user at the same time. So you’ve made a great app, but need some help marketing it.

Social Media 52

Social Media Media Internet Internet 52

Dynatrace

DECEMBER 16, 2021

If that service is slow, failing, or not available at all it results in frustration mentioned in some of the comments on social media and the app store. For availability, I always propose to use Dynatrace Synthetic vs looking at real user traffic. Introduction Objective Driven Development (ODD) for some Business SLOs. Availability.

DevOps 246

DevOps Social Media Mobile Metrics 246

DZone

JUNE 26, 2019

Video is the most powerful form of media used online today—according to Cisco’s global Internet traffic projections , video content will account for 82 percent of all IP traffic (both business and consumer) by 2022.

Internet 100

Internet Internet Traffic Media 100

Smashing Magazine

DECEMBER 19, 2021

This is an attempt to fill in missing data for those pages that don’t get enough traffic to have meaningful user experience data. One thing I wanted to look at was the global distribution of the traffic. We’d noticed in Google Analytics a lot of traffic from India to old articles — could that be an issue? of traffic.

Google 144

Google Traffic Mobile Website 144

Dynatrace

JANUARY 23, 2023

These include improving API traffic management and caching mechanisms to reduce server and network load, optimizing database queries, and adding additional compute resources, just to name some. This includes email, a phone number (or click-to-talk), and even social media such as Twitter. Hopefully never.) This has been completed.

Social Media 130

Social Media Cache Traffic Media 130

Scalegrid

AUGUST 30, 2019

Queues: Any application that deals with traffic congestion, messaging, data gathering, job management, or packer routing should consider a Redis Queue , as this can help you manage your queue size by rate of arrival and departure for resource distribution. Who uses Redis? 8,759 developers stated using Redis on StackShare.

Cache 232

Cache Ecommerce Social Media Database 232

Smashing Magazine

MARCH 2, 2021

These days, with mobile traffic accounting for over 50% of web traffic , it’s fair to assume that the very first encounter of your prospect customers with your brand will happen on a mobile device. It provides a comprehensive support of media queries (e.g. Large preview ).

Mobile 142

Mobile Testing Website Benchmarking 142

KeyCDN

FEBRUARY 22, 2023

With cloud-based infrastructure, organizations can easily scale their web applications to handle increased traffic or demand without the need for expensive hardware upgrades. Furthermore, with serverless infrastructure, web applications can automatically scale to handle increased traffic or demand without needing expensive hardware upgrades.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

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.) We also utilize Kafka to process these assets asynchronously without impacting our real time traffic. are stored in secure storage layers.

Strategy 264

Strategy Cache Storage Analytics 264

Jos

JUNE 2, 2018

When they dug into the data, they found that the reason load times had increased was that they got a lot more traffic from Africa after doing the optimizations. One of the best examples is Vox Media , the company behind The Verge and other high trafficked sites.

Performance 237

Performance Speed Google Media 237

The Netflix TechBlog

JULY 30, 2019

The Netflix Media Database (NMDB) is one such example. We need to enhance the grpc modules to leverage the bidirectional channel to push tasks to workers as and when they are scheduled, thus reducing network traffic, load on the server and redundant client calls.

Lambda 191

Lambda Open Source Media Metrics 191

Smashing Magazine

FEBRUARY 15, 2021

Once the page is loaded, we can move to the Network tab, and filter by “media” to see all the video files: Filtering resources by 'Media' in DevTools. When I think of network speeds, I tend to rely on WebPageTest ’s traffic profiles: Traffic profiles to keep in mind on WebPageTest : ranging from Cable and DSL to 3G Slow and 2G.

Network 144

Network Speed Website Mobile 144

Speed Curve

MARCH 17, 2025

But if a website or app is consistently laggy (read: many popular media sites), eventually, you just sort of drift away. Anecdotally, this makes sense – and there’s research to back it up. Create a correlation chart for your site Using your real user monitoring (RUM) data, create a correlation chart for your site.

Metrics 66

Metrics Website Airlines Speed 66

Dynatrace

DECEMBER 9, 2020

A music-streaming service depends on the continuous delivery of media packages while the loss of some of those packages is not overly critical. This can be detected during any canary deployment or blue/green traffic routing to a new version. Dynatrace offers more than 2000 different metrics that are ready for use as dedicated SLIs.

Metrics 231

Metrics Engineering Google Monitoring 231

The Netflix TechBlog

JULY 26, 2021

It is generating heartbeat signals at a constant frequency with the objective of using them as a baseline to verify the health of the pipeline regardless of traffic patterns or occasional silences. Data Mesh: Delivering Data-driven Value at Scale , O’Reilly Media, Inc., Endnotes ¹ Inmon, Bill. Dehghani, Zhamak.

Big Data 257

Big Data Government Processing Analytics 257

Alex Russell

JUNE 22, 2022

Apple continues to self-preference through exclusive API access for Safari; e.g., the ability to install PWA s to the home screen, implement media codecs, and much else. This market then funds all of the R&D and operational costs of search engines, including "traffic acquisition costs" like browser default placement deals. [2].

Engineering 124

Engineering Traffic Government Google 124

All Things Distributed

JUNE 20, 2017

9GAG is a Hong Kong-based company responsible for 9gag.com , one of the top traffic websites in the world. It's an entertainment website where users can post content or "memes" that they find amusing and share them across social media networks.

AWS 125

AWS Logistics Cloud Social Media 125

All Things Distributed

SEPTEMBER 6, 2013

In my many conversations with customers, and with the media, I encountered surprise and excitement about the extent that European enterprises have already been using the Amazon Web Services for some time. This spring I travelled through Europe for the AWS Global Summit series.

Cloud 100

Cloud Energy AWS Healthcare 100

Official Blog - World Web Technology

APRIL 29, 2024

Create Different Sources of Traffic Generating multiple sources of traffic is also necessary. This can be done through the company’s blog, social media optimization, guest posts, social bookmarking, etc. This can be done through the company’s blog, social media optimization, guest posts, social bookmarking, etc.

Social Media 52

Social Media Engineering Media Traffic 52

Official Blog - World Web Technology

APRIL 29, 2024

Create Different Sources of Traffic Generating multiple sources of traffic is also necessary. This can be done through the company’s blog, social media optimization, guest posts, social bookmarking, etc. This can be done through the company’s blog, social media optimization, guest posts, social bookmarking, etc.

Social Media 52

Social Media Engineering Media Traffic 52

Smashing Magazine

MARCH 7, 2022

The upcoming prefers-reduced-data media query, which allows CSS to set different options depending on this setting. However, the above table is not actually representative of total traffic, and that’s another point to note about this data. The CSS media query version of Save Data mentioned above. Other User Preference Signals.

Website 120

Website Media Mobile Network 120

All Things Distributed

MARCH 11, 2015

AWS is enabling innovations in areas such as healthcare, automotive, life sciences, retail, media, energy, robotics that it is mind boggling and humbling. The City of Chicago is one of the first to bring sensors throughout the city that will permanently measure air quality, light intensity, sound volume, heat, precipitation, wind and traffic.

Analytics 107

Analytics Cloud Healthcare Retail 107

Official Blog - World Web Technology

MARCH 4, 2024

It is a premium managed hosting service explicitly designed for high-traffic and high-profile websites. These institutions include publishers, media organizations, large enterprises, and others. Performance scalability: Using WordPress VIP, users can handle significant traffic and sudden visitor spikes.

Website 59

Website Development Education Traffic 59