Dynatrace

OCTOBER 28, 2021

But with the complexity that comes with digital transformation and cloud-native architecture, teams need a way to make sure applications can withstand the “chaos” of production. In 2009, the purveyor of online videos migrated to AWS cloud infrastructure to deliver its entertainment to a growing audience. Dynatrace news.

Engineering 218

Engineering Entertainment Cloud Infrastructure 218

The Netflix TechBlog

JANUARY 10, 2024

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. This architecture shift greatly reduced the processing latency and increased system resiliency. Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility.

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

High Scalability

NOVEMBER 14, 2018

Five years ago when Google published The Datacenter as a Computer: Designing Warehouse-Scale Machines it was a manifesto declaring the world of computing had changed forever. The world is still changing, so Google published a new edition: The Datacenter as a Computer: Designing Warehouse-Scale Machines, Third Edition.

Design 54

Design Education Google Internet 54

ACM Sigarch

APRIL 26, 2018

APU: Accelerated Processing Unit is the AMD’s Fusion architecture that integrates both CPU and GPU on the same die. 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.

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

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

O'Reilly Software

MARCH 1, 2018

In Microservice Architecture , authors Mike Amundsen, Irakli Nadareishvili, Ronnie Mitra, and Matt McLarty add detail to the definition by outlining traits microservice applications share: Small in size. think in these terms: the smaller the service, the more you maximize the benefits and downsides of microservice architecture.

Architecture 80

Architecture Scalability Systems Code 80

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. Common Websocket Architecture. Event Sourcing Architecture. More after jump! Jump to online workshops ?.

Cache 127

Cache Performance Servers Social Media 127

The Netflix TechBlog

FEBRUARY 9, 2021

by Eric Eiswerth Background Netflix has been offering streaming video-on-demand (SVOD) for over 10 years. In particular, it’s our job to design and build the systems and protocols that enable customers from all over the world to sign up for Netflix with the plan features and incentives that best suit their needs.

Engineering 142

Engineering Scalability Architecture Innovation 142

Testsigma

APRIL 16, 2021

The main aspects that are tested in this process are the visual design, functionality, usability, and performance. Speed matters and the Appium framework is relatively slow because of its architecture. This tool also takes screenshots and video recordings wherever necessary to report any bugs and unusual behaviour. . Signup Now.

Testing 52

Testing Open Source Mobile Java 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

The Netflix TechBlog

MARCH 14, 2023

An example of using Machine Learning to find shots of Eleven in Stranger Things and surfacing the results in studio application for the consumption of Netflix video editors. Specifically, we will dive into the architecture that powers search capabilities for studio applications at Netflix. Artists and video editors must create them.

Media 291

Media Innovation Energy Architecture 291

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. Instead of having a private cloud architecture that’s cookie-cuttered to multiple locations, we’ll need centralized management of herds of up to 1,000 private clouds.

Hardware 56

Hardware Latency Virtualization Cloud 56

Dynatrace

NOVEMBER 20, 2023

Across the cloud operations lifecycle, especially in organizations operating at enterprise scale, the sheer volume of cloud-native services and dynamic architectures generate a massive amount of data. AWS and Dynatrace work better together – video Every cloud provider provides different technologies and services.

AWS 203

AWS Artificial Intelligence Analytics Cloud 203

High Scalability

JUNE 15, 2018

1.6x : better deep learning cluster scheduling on k8s; 100,000 : Large-scale Diverse Driving Video Database; 3rd : reddit popularity in the US; 50% : increase in Neural Information Processing System papers, AI bubble? JoeEmison : Another thing that serverless architectures change: how do you software development. Hungry for more?

Internet 113

Internet Internet Scalability Blockchain 113

High Scalability

AUGUST 3, 2018

It was the very first time (1968) the world had ever seen a mouse, seen outline processing, seen hypertext, seen mixed text and graphics, seen real-time video conferencing. Department of Homeland Security has designated 16 sectors of infrastructure as 'critical', and 14 of them depend on GPS. Most importantly? ” Tullis : The U.

Internet 113

Internet Internet Scalability Blockchain 113

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

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

The Netflix TechBlog

DECEMBER 23, 2020

everything from the frontend API for netflix.com, to machine learning training workloads, to video encoders. Titus internally employs a cellular bulkhead architecture for scalability, so the fleet is composed of multiple cells. We do this for reliability, scalability, and efficiency reasons.

Media 286

Media Metrics Systems Processing 286

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. At Netflix, we also heavily embrace a microservice architecture that emphasizes separation of concerns. Moving data with Bulldozer at Netflix.

Latency 243

Latency Storage Big Data Tuning 243

Official Blog - World Web Technology

NOVEMBER 27, 2023

You may have to put off learning web development and design. You can make a great website without coding or advanced web design skills. Anyone can use a good website builder, even if they don’t know web design. It depends on the best practices of web design. The news is positive. A website builder is an alternative.

Website 59

Website Development Mobile Storage 59

The Netflix TechBlog

DECEMBER 3, 2019

Netflix applies data science to hundreds of use cases across the company, including optimizing content delivery and video encoding. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much.

Open Source 232

Open Source AWS Infrastructure Energy 232

Official Blog - World Web Technology

NOVEMBER 21, 2023

Its scalability and flexibility have made it a popular choice among users. It elaborates on showcasing images and videos trending on the featured list. Drupal: A Comprehensive Overview Drupal is a CMS platform designed for web experts in the IT industry. of all websites.

Systems 59

Systems Ecommerce Development Website 59

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. SVT-AV1 also includes extensive documentation on the encoder design targeted to facilitate the onboarding process for new developers.

Open Source 154

Open Source Efficiency C++ Speed 154

Particular Software

JULY 18, 2022

Apache Kafka is a partitioned log and is a similar product in architecture to Azure Event Hubs or Amazon Kinesis. While Kafka can deal with high traffic volumes, the right partition strategy is a key factor and will have a major impact on the scalability and elasticity of the whole system. What is Kafka?

Transportation 98

Transportation Azure Processing Systems 98

The Netflix TechBlog

DECEMBER 3, 2019

Netflix applies data science to hundreds of use cases across the company, including optimizing content delivery and video encoding. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much.

Open Source 134

Open Source AWS Infrastructure Energy 134

All Things Distributed

DECEMBER 12, 2013

We launched DynamoDB last year to address the need for a cloud database that provides seamless scalability, irrespective of whether you are doing ten transactions or ten million transactions, while providing rock solid durability and availability. Going beyond Key-Value. Start with DynamoDB.

Games 130

Games Scalability Database Retail 130

All Things Distributed

MARCH 11, 2016

Looking back over the past 10 years, there are hundreds of lessons that we’ve learned about building and operating services that need to be secure, reliable, scalable, with predictable performance at the lowest possible cost. Many of those failure scenarios can be anticipated beforehand, but many more are unknown at design and build time.

AWS 144

AWS Hardware Retail Virtualization 144

The Netflix TechBlog

FEBRUARY 13, 2020

It brought a whole range of additional features such as spatial scalability, region of interest coding, range of supported bit-depths, flexible number of color planes, lossless coding, etc. With the motion extension, it was accepted as the video coding standard for digital cinema in 2004. Advanced Video Coding ( AVC ) format.

Code 212

Code Metrics Efficiency Open Source 212

Smashing Magazine

AUGUST 3, 2023

These pages serve as a pivotal tool in our digital marketing strategy, not only providing valuable information about our services but also designed to be easily discoverable through search engines. This could be an image, a block of text, or even an embedded video. SEO is key to our success.

Performance 74

Performance Cache Traffic Metrics 74

Smashing Magazine

JUNE 25, 2020

Today, we’ll address storing and serving files for both single-server and scalable deployments while considering factors like compression, caching, and availability. Static files range from a few kilobytes of CSS to gigabytes of video. Small projects benefit from simple architecture. These files are only used client-side.

Media 70

Media Cache Storage AWS 70

All Things Distributed

JUNE 21, 2012

Werner Vogels weblog on building scalable and robust distributed systems. In the five months since it launched in January, DynamoDB , our fast and scalable NoSQL database service, has been setting AWS growth records. s fast and easy scalability can be quickly applied to high scale applications. Comments ().

Games 142

Games Scalability AWS Database 142

Smashing Magazine

NOVEMBER 17, 2022

As you may already know, image optimization is the process that a high-quality image has to go through to be delivered in ideal conditions, sometimes with the help of an Image Transformation API and a global Content Delivery Network (CDN) to make the process simpler and scalable. The change of design. — Jamstack.org.

Media 107

Media Cache Website Mobile 107

The Morning Paper

SEPTEMBER 10, 2019

When each of those use cases is powered by a dedicated back-end, investments in better performance, improved scalability and efficiency etc. to understand YouTube video performance) drive tens of thousands of canned (known in advance) queries per second, that need to be served with latency in the tens of milliseconds. are divided.

Analytics 75

Analytics Latency Cache Google 75

Enprowess

SEPTEMBER 7, 2021

The technology develops single-page applications , websites, and backend API services designed with real-time and push-based architectures. Real-time software system – Collaboration tools used for video/audio conferencing, document writing, Chat applications, etc. Scalability: Applications developed with Node.js

Open Source 52

Open Source Virtualization Programming Servers 52

SQL Server According to Bob

SEPTEMBER 26, 2016

While we were confident in the design of SQL Server 2012, several customers reported to us performance problems that did not appear to be with disk subsystems, CPU, or networks. Our design needed to scale and be adaptable to the modern hardware on the market. First, we looked at the overall architecture of the replica design.

Availability 40

Availability Servers Hardware Benchmarking 40

High Scalability

NOVEMBER 25, 2019

Over time, costs for S3 and GCS became reasonable and with Egnyte’s storage plugin architecture, our customers can now bring in any storage backend of their choice. To help our customers manage ongoing data explosion, we have designed many of the core components over the last few years. Video Transcoding. Permissions.

Architecture 52

Architecture Cache Azure Storage 52