The Netflix TechBlog

FEBRUARY 1, 2022

While this is a relatively stream-lined process, it is not as efficient if a candidate is interested in or qualified for multiple roles within the organization. The engineers assess your technical skills by asking you to solve various design and coding problems. If so, we invite you to begin the interview process.

Engineering 199

Engineering Games Entertainment Innovation 199

Official Blog - World Web Technology

FEBRUARY 22, 2024

These spontaneous tools revolutionize the structure of web design. It empowers WordPress designers to create stunning websites without complex coding. You may unleash your creativity and elevate your digital identity as a web designer. It allows users to add text, buttons, videos, and images easily.

Website 59

Website Design Efficiency Code 59

High Scalability

MARCH 3, 2020

Essilen Research 's free video series can help. Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview. Essilen Research Free Video Series on Hiring. How to screen candidates efficiently, effectively, and without bias.

Education 114

Education Engineering Games Java 114

High Scalability

FEBRUARY 18, 2020

Essilen Research 's free video series can help. Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview. Essilen Research Free Video Series on Hiring. How to screen candidates efficiently, effectively, and without bias.

Education 113

Education Engineering Games Java 113

High Scalability

FEBRUARY 9, 2020

Essilen Research 's free video series can help. Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview. Essilen Research Free Video Series on Hiring. How to screen candidates efficiently, effectively, and without bias.

Education 108

Education Engineering Games Java 108

High Scalability

MARCH 17, 2020

Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview. Essilen Research Free Video Series on Hiring. How to screen candidates efficiently, effectively, and without bias. Cool Products and Services.

Education 105

Education Engineering Java Software Engineering 105

High Scalability

MARCH 30, 2020

has hours of system design content. They also do live system design discussions every week. Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview. Essilen Research Free Video Series on Hiring. Who's Hiring?

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

MARCH 24, 2020

You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc. Essilen Research Free Video Series on Hiring. Who's Hiring?

Education 105

Education Software Engineering Engineering Big Data 105

Dynatrace

OCTOBER 28, 2021

In 2009, the purveyor of online videos migrated to AWS cloud infrastructure to deliver its entertainment to a growing audience. Intelligence from chaos testing funnels back to developers who can implement design changes that make software more durable and improve production quality. The history of chaos engineering.

Engineering 218

Engineering Entertainment Cloud Infrastructure 218

Official Blog - World Web Technology

NOVEMBER 19, 2023

A well-designed and practical website is a must-have in today’s digital environment for companies of all sizes, especially when you are out there hiring a web development company. Flexibility and Scalability Companies that outsource website development can adjust their strategies in response to changing needs for various projects.

Development 59

Development Best Practices Website Artificial Intelligence 59

The Netflix TechBlog

OCTOBER 19, 2020

Investigating a video streaming failure consists of inspecting all aspects of a member account. Now let’s look at how we designed the tracing infrastructure that powers Edgar. The next challenge was to stream large amounts of traces via a scalable data processing platform. Storage: don’t break the bank!

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

The Netflix TechBlog

JANUARY 10, 2024

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. To that end, the Video and Image Encoding team in Encoding Technologies (ET) has spent the last few years rebuilding the video processing pipeline on our next-generation microservice-based computing platform Cosmos.

Processing 229

Processing Media Latency Innovation 229

The Netflix TechBlog

MAY 21, 2019

The device ecosystem is rich with partners ranging from Silicon-on-Chip (SoC) manufacturers, Original Design Manufacturer (ODM) and Original Equipment Manufacturer (OEM) vendors. Solving the above problems could help Netflix and our Partners save time and money during the entire lifecycle of device design, build, test, and certification.

Testing 163

Testing AWS Lambda Network 163

The Netflix TechBlog

NOVEMBER 11, 2022

Although model-based anomaly detection approaches are more scalable and suitable for real-time analysis, they highly rely on the availability of (often labeled) context-specific data. Manifest is a list of video, audio, subtitles, etc. Another relevant component that is involved in a streaming experience is the concept of manifest.

C++ 312

C++ Metrics Tuning Strategy 312

The Netflix TechBlog

OCTOBER 7, 2021

An example of this is Netflix’s video player or the TV UI javascript package. The main goal of A/B testing is to design a robust experiment that is going to yield repeatable results and enable us to make sound decisions about whether or not to launch a product feature (read more about A/B tests at Netflix here ).

Metrics 197

Metrics Mobile Testing Strategy 197

The Netflix TechBlog

NOVEMBER 2, 2021

Moorthy and Zhi Li Introduction Measuring video quality at scale is an essential component of the Netflix streaming pipeline. Perceptual quality measurements are used to drive video encoding optimizations , perform video codec comparisons , carry out A/B testing and optimize streaming QoE decisions to mention a few.

Media 171

Media Innovation Metrics Latency 171

ACM Sigarch

APRIL 26, 2018

BPU: Brain Processing Unit is the design of the AI chips by Horizon Robotics. With its modular architecture, DLA is scalable, highly configurable, and designed to simplify integration and portability. The IPU design supports both training and inference, and is a memory-centric design.

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

Testsigma

OCTOBER 15, 2021

Scalability : For enterprises, it is important to be able to scale at ease, thus the cross-browser testing tool should have the capability to be able to scale up or down based on the project requirement. Shift-left: Testsigma supports the shift-left testing approach and allows testing right from the design phase of the site or app.

Testing 52

Testing Testing Tools Analytics Website 52

Dotcom-Montior

DECEMBER 8, 2021

ITSM defines how teams design, create, and deliver their services. By ITIL definition, the service desk may take the form of incident resolution or service requests, but whatever the case, the primary goal of the service desk to provide quick and efficient service. It is much more than just IT support. Problem Management.

Social Media 90

Social Media Monitoring Latency DevOps 90

Smashing Magazine

SEPTEMBER 28, 2022

Continue reading below ↓ Meet Smashing Online Workshops on front-end & UX , with practical takeaways, live sessions, video recordings and a friendly Q&A. On design systems, UX, web performance and CSS/JS. However, some caveats regarding performance, scalability, and potential data conflicts exist. More after jump!

Cache 127

Cache Performance Servers Social Media 127

Testsigma

JUNE 26, 2021

If we talk about testing itself — automation has taken us several leaps ahead; QA teams have solidified test efficiency and coverage even further. Cloud-based: You can run your tests on a secure, scalable cloud that comes with thousands of real devices. Get efficient test automation being codeless with Testsigma. Signup Now.

Testing Tools 52

Testing Tools Testing Analytics Mobile 52

All Things Distributed

AUGUST 18, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Amazon Elastic MapReduce takes away much of this muck by providing a hosted Hadoop framework that enables businesses, researchers, data analysts, and developers to easily and efficiently spin up resizable clusters for distributed processing of large data sets.

Big Data 111

Big Data Analytics AWS Cloud 111

Dynatrace

NOVEMBER 20, 2023

The first goal is to demonstrate how generative AI can bring key business value and efficiency for organizations. While technologies have enabled new productivity and efficiencies, customer expectations have grown exponentially, cyberthreat risks continue to mount, and the pace of business has sped up.

AWS 203

AWS Artificial Intelligence Analytics Cloud 203

KeyCDN

OCTOBER 2, 2018

Codrops Codrops features blogs with topics ranging from UI design and page animations to image formatting and general JavaScript practices. Its videos and blog articles address issues such as web performance, extensible component development and the intersection of CSS with other technologies, like HTML and JavaScript. Visit website 3.

Development 75

Development Website Design Code 75

O'Reilly

MAY 25, 2021

Indeed, Google recently announced LaMDA , a model at GPT-3 scale that is designed to participate in conversations. These projects have created language models that are based on focused datasets (for example, models designed to be more accurate for academic papers, developer forum discussions, etc.). Prompt Engineering.

Social Media 138

Social Media Media Internet Internet 138

Official Blog - World Web Technology

APRIL 12, 2023

All the commands are the same including adding photos, videos, texts, and other things. Unlike other web development platforms where you have to call a designer before updating a simple text, WordPress allows businesses to update content, pages, and other features effortlessly. HTML HTML stands for HyperText Markup Language.

Development 52

Development Website Ecommerce Programming 52

The Netflix TechBlog

AUGUST 17, 2023

Our assets are often created by selecting static image frames directly from our source videos. Intro to AVA Discovery View AVA is an internal tool that surfaces still frames from video content. The tool provides an efficient way for creatives (photo editors, artwork designers, etc.)

Media 169

Media Scalability Architecture Strategy 169

VoltDB

JUNE 1, 2017

These systems were designed to have a lifetime of half a decade or more, and rapidly changing hardware meant that the initial deployment had to be sized for 5-7 years out. Some of these will serve large urban areas and will be sensitive to efficiency. Watch the Video. Everything else is just Horns and Valkyries ….

Hardware 56

Hardware Latency Virtualization Cloud 56

The Netflix TechBlog

FEBRUARY 13, 2023

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. In addition, we provide a unified library that enables ML practitioners to seamlessly access video, audio, image, and various text-based assets.

Media 290

Media Storage Infrastructure Systems 290

The Netflix TechBlog

APRIL 26, 2022

We will share how its design has evolved over the years and the lessons learned while building it. To understand Axion’s design, we need to know the various components that interact with it. Figure 1: Netflix ML Architecture Fact: A fact is data about our members or videos. Time is a critical component of Axion?

Storage 187

Storage Design Scalability Latency 187

Percona

FEBRUARY 1, 2023

PostgreSQL is a fantastic database, but if you’re storing images, video, audio files, or other large data objects, you need to “toast” them to get optimal performance. This post will look at using The Oversized-Attribute Storage Technique (TOAST) to improve performance and scalability.

Storage 87

Storage Scalability Strategy Performance 87

The Netflix TechBlog

MARCH 1, 2021

The third generation, called Reloaded , has been online for about seven years and has proven to be stable and massively scalable. When Reloaded was designed, we were a small team of developers operating a constrained compute cluster, and focused on one use case: the video/audio processing pipeline. debian packages).

Serverless 228

Serverless Media Latency Social Media 228

The Netflix TechBlog

OCTOBER 27, 2020

Data scientists and engineers collect this data from our subscribers and videos, and implement data analytics models to discover customer behaviour with the goal of maximizing user joy. The data warehouse is not designed to serve point requests from microservices with low latency. Moving data with Bulldozer at Netflix.

Latency 243

Latency Storage Big Data Tuning 243

Dynatrace

JANUARY 13, 2022

However, only highly scalable real user monitoring solutions can collect data on all user actions, while less scalable tools have to sample user actions and make inferences from partial data. Analyzing a clinician’s clickstream when using an electronic medical record system to better improve the efficiency of data entry.

Monitoring 174

Monitoring Latency Mobile Best Practices 174

The Netflix TechBlog

DECEMBER 23, 2020

everything from the frontend API for netflix.com, to machine learning training workloads, to video encoders. This abstraction allows the compute team to influence the reliability, efficiency, and operability of the fleet via the scheduler. We do this for reliability, scalability, and efficiency reasons.

Media 286

Media Metrics Systems Processing 286

The Netflix TechBlog

FEBRUARY 13, 2020

By Aditya Mavlankar, Jan De C**k¹, Cyril Concolato, Kyle Swanson, Anush Moorthy and Anne Aaron TL; DR We need an alternative to JPEG that a) is widely supported, b) has better compression efficiency and c) has a wider feature set. With the motion extension, it was accepted as the video coding standard for digital cinema in 2004.

Code 212

Code Metrics Efficiency Open Source 212

The Netflix TechBlog

MARCH 13, 2020

The teams have been working closely on SVT-AV1 development, discussing architectural decisions, implementing new tools, and improving compression efficiency. The SVT-AV1 encoder supports all AV1 tools which contribute to compression efficiency. As seen below, SVT-AV1 demonstrates 16.5%

Open Source 154

Open Source Efficiency C++ Speed 154