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. Virtual Assembly Figure 3 describes how a virtual assembly of the encoded chunks replaces the physical assembly used in our previous architecture.

Cloud 237

Cloud Media Storage Cache 237

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. On-Premises Data Center A hybrid cloud architecture necessitates that an organization retains full authority over its physical or virtual infrastructure within the private cloud segment.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Scalegrid

JANUARY 8, 2024

Infrastructure Excellence ScaleGrid’s infrastructure is designed to facilitate hosting in your cloud account and provides cost-saving options with AWS or Azure Reserved Instances or GCP. Hybrid Cloud: Flexibility and Innovation Business operations are being revolutionized by AI-powered hybrid cloud solutions.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

OCTOBER 25, 2022

The need for developers and innovation is now even greater. Organizations would still need a skeletal staff that can focus on innovation and oversee exception-based operations. By greatly reducing the effort required by the operations side of the equation, teams have more time to innovate and optimize processes.

DevOps 222

DevOps Big Data Cloud Innovation 222

Dynatrace

MARCH 14, 2022

Every day, healthcare organizations across the globe have embraced innovative technology to streamline the delivery of patient care. Many hospitals adopted telehealth and other virtual technology to deliver care and reduce the spread of disease. Dynatrace news. Cybercriminals have targeted healthcare.

Healthcare 232

Healthcare Artificial Intelligence Innovation Strategy 232

Dynatrace

JANUARY 23, 2024

Join us at Dynatrace Perform 2024 , either on-site or virtuall y, to explore these themes further. Deriving business value with AI, IT automation, and data reliability When it comes to increasing business efficiency, boosting productivity, and speeding innovation, artificial intelligence takes center stage. What is data observability?

Performance 191

Performance DevOps Innovation Artificial Intelligence 191

Edge Perspectives

JANUARY 21, 2019

Today they are an unnatural bundle of three very different and often conflicting business types: infrastructure management, product innovation and commercialization, and customer relationship businesses. The focus will be on redesigning the entire work experience – physical environment, virtual environment and management systems.

Innovation 104

Innovation Scalability Efficiency Mobile 104

Dynatrace

SEPTEMBER 22, 2021

Organizations often start their APM journey by implementing APM tools which are typically designed to look at one specific aspect of application performance. With the time and effort saved, they can focus on innovations and user experience enhancements that increase conversion rates and boost revenue.

Innovation 210

Innovation Open Source Monitoring Infrastructure 210

Dynatrace

MARCH 20, 2024

Identification The identification stage of application security monitoring involves discovering and pinpointing potential security weaknesses within an application’s code, configuration, or design. Ready to learn more about how DevSecOps enables faster innovation without compromising security?

Monitoring 217

Monitoring Analytics Traffic Best Practices 217

Dynatrace

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. Here are a few of the most popular. Amazon EC2. Amazon Fargate.

Best Practices 217

Best Practices AWS Monitoring Serverless 217

Scalegrid

JANUARY 12, 2024

Various forms can take shape when discussing workloads within the realm of cloud computing environments – examples include order management databases, collaboration tools, videoconferencing systems, virtual desktops, and disaster recovery mechanisms. This applies to both virtual machines and container-based deployments.

Cloud 130

Cloud Virtualization Storage Efficiency 130

O'Reilly

APRIL 30, 2024

Time and again, leading scientists, technologists, and philosophers have made spectacularly terrible guesses about the direction of innovation. We’ll see more innovation if emerging AI tools are accessible to everyone, such that a dispersed ecosystem of new firms, start-ups, and AI tools can arise. But it is far from alone.

Social Media 87

Social Media Artificial Intelligence Innovation Logistics 87

Dynatrace

SEPTEMBER 7, 2022

VPC Flow Logs is an Amazon service that enables IT pros to capture information about the IP traffic that traverses network interfaces in a virtual private cloud, or VPC. When it comes to dynamic cloud environments, Dynatrace is also an innovator in “modern cloud done right.” What is VPC Flow Logs?

Traffic 221

Traffic AWS Network Cloud 221

Dynatrace

JANUARY 19, 2022

At our virtual conference, Dynatrace Perform 2022 , the theme is “Empowering the game changers.”. Organizations seek to modernize, reduce costs, and adjust to the realities of globalization, increased competition in virtually every industry, and shifts in economic development since the emergence of COVID-19. AIOps solution.

Artificial Intelligence 184

Artificial Intelligence DevOps Performance Games 184

Dynatrace

NOVEMBER 20, 2020

During our virtual wine tasting event, there were three key themes that came to light about how attendees’ businesses had had to change to meet the new way of working. An eCommerce leader in designer menswear. Dynatrace news. And what most businesses came to realize was that automation was a key factor to success.

Ecommerce 132

Ecommerce Retail Virtualization Innovation 132

Dynatrace

APRIL 17, 2019

We believe this recognition is a testament to the company’s drive to constantly innovate and be the best in all that we do. In a sea of virtualized layers of abstraction, shared services, and dependencies, the cloud has become increasingly complex. A dinner in Linz changed the course of the company, forever. We needed to go beyond APM.

Innovation 137

Innovation Virtualization Cloud Azure 137

Dynatrace

MAY 26, 2021

From May 17 to May 18, 2021, the Open-Source Engineering team at Dynatrace attended the virtual observability conference, o11yfest. While data collection might get commoditized over time, storing the data efficiently and providing answers from that data is something commercial vendors spent years innovating. Dynatrace news.

AWS 218

AWS Strategy Storage Metrics 218

O'Reilly

APRIL 23, 2024

Patents—exclusive, government-granted rights intended to encourage innovation—protect pharmaceutical companies from competition and allow them to charge high prices. They are a price that we pay for a rising tide of innovation. What Is Economic Rent? For example, consider drug pricing. But not all rents represent abuse of power.

Social Media 106

Social Media Google Internet Internet 106

Dynatrace

MAY 31, 2021

Kubernetes (aka K8s) is an open-source platform used to run and manage containerized applications and services on clusters of physical or virtual machines across on-premises, public, private, and hybrid clouds. This virtualization makes it possible to efficiently deploy and securely run a container independently of the hosting infrastructure.

Virtualization 133

Virtualization DevOps Infrastructure Cloud 133

Scalegrid

FEBRUARY 8, 2024

Their design emphasizes increasing availability by spreading out files among different nodes or servers — this approach significantly reduces risks associated with losing or corrupting data due to node failure. Variations within these storage systems are called distributed file systems.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

MARCH 17, 2021

Application security is a software engineering term that refers to several different types of security practices designed to ensure applications do not contain vulnerabilities that could allow illicit access to sensitive data, unauthorized code modification, or resource hijacking. Dynatrace news. So, why is all this important?

Open Source 170

Open Source Cloud Games Java 170

Tech News Gather

JUNE 15, 2023

There is a lack ofinnovative apps that allow users to explore virtual exhibits, bringing historical artifacts and artworks to life in stunning detail. Through this app idea, one can prioritize the well-being of students with an app designed to support their mental health and foster a sense of mindfulness.

Education 52

Education Virtualization Innovation Transportation 52

High Scalability

MAY 18, 2021

Join your peers for this virtual experience on April 27 from 9am - 3:30pm PDT. If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Register now!

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

APRIL 7, 2021

Join your peers for this virtual experience on April 27 from 9am - 3:30pm PDT. If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Register now!

Education 100

Education DevOps Scalability Infrastructure 100

Dynatrace

MAY 26, 2021

From May 17 to May 18, 2021, the Open-Source Engineering team at Dynatrace attended the virtual observability conference, o11yfest. While data collection might get commoditized over time, storing the data efficiently and providing answers from that data is something commercial vendors spent years innovating. Dynatrace news.

AWS 147

AWS Strategy Storage Metrics 147

Tech News Gather

SEPTEMBER 5, 2022

Volatility is a barrier to the popularity of virtual currencies because it makes it difficult for people to store and use their money, which is one of the main reasons people invest in them. This means you can show off all kinds of skills, from photography to web design to video editing.

Blockchain 52

Blockchain Virtualization Government Open Source 52

Percona

JUNE 22, 2023

Typically, the servers are configured in a primary/replica configuration, with one server designated as the primary server that handles all incoming requests and the others designated as replica servers that monitor the primary and take over its workload if it fails. This flexibility can be crucial in designing a scalable architecture.

Availability 106

Availability Database Open Source Hardware 106

Percona

AUGUST 22, 2023

Some of the most important elements include: No single point of failure (SPOF): You must eliminate any SPOF in the database environment, including any potential for an SPOF in physical or virtual hardware. Without enough infrastructure (physical or virtualized servers, networking, etc.), there cannot be high availability.

Availability 78

Availability Hardware Open Source Database 78

O'Reilly

FEBRUARY 18, 2020

The shift to cloud native design is transforming both software architecture and infrastructure and operations. there’s a Python library for virtually anything a developer or data scientist might need to do. R was designed for use in academic, scientific, and, more recently, commercial use cases. Coincidence?

Software Architecture 132

Software Architecture DevOps Data Engineering Architecture 132

Tech News Gather

JANUARY 26, 2023

For teachers that are looking for new and innovative ways to teach, augmented reality is a great tool to use. Complete Anatomy 2021 Complete Anatomy is a 3D human anatomy platform, designed for educational purposes. In addition to learning about the body, they can dissect a virtual cadaver. It is available for iOS and Windows.

Education 52

Education Virtualization Internet Internet 52

All Things Distributed

MARCH 11, 2016

Many of those failure scenarios can be anticipated beforehand, but many more are unknown at design and build time. We knew that designing APIs was a very important task as we’d only have one chance to get it right. For some time now, support for encryption has been integrated at the design phase of each new service.

AWS 144

AWS Hardware Retail Virtualization 144

The Netflix TechBlog

AUGUST 17, 2023

The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) Finding moments from a virtual setting in the title or the actual filming location required a visual scan of all episodes of a title. Intro to AVA Discovery View AVA is an internal tool that surfaces still frames from video content.

Media 169

Media Scalability Architecture Strategy 169

Percona

NOVEMBER 2, 2023

Before proceeding, it is important to remind you of Peter’s warning from his article, which applies here as well: “The following instructions are designed to get a test instance running quickly and easily; you do not want to use these for production deployments.”

Database 70

Database Open Source Scalability Virtualization 70

Enprowess

MAY 24, 2022

React library is designed in a way that it can integrate with existing code or other libraries effortlessly. More incredible Speed with Virtual DOM. Reactjs can help your business in web and mobile application development by bringing fast speed using the virtual DOM. So, you can focus on innovation.

Mobile 52

Mobile Open Source Virtualization Speed 52

Dynatrace

JUNE 1, 2021

Virtual desktop infrastructure (VDI) monitoring to maximize the productivity of employees using VDI. Increased time spent on innovation. By default or by design, different teams may deploy a combination of point solutions — specialized monitoring tools that capture the individual components of their application environment.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

O'Reilly

NOVEMBER 21, 2019

Bainbridge believed that automation designers were in denial about this, however. As she saw it, designers approached the problem of automation as if the human factor were not , in fact, a factor. Robots cannot reflect on and derive innovative solutions to hard problems. Virtual automation has a long history.

Processing 83

Processing Programming Virtualization Technology 83

All Things Distributed

OCTOBER 2, 2017

Today marks the 10 year anniversary of Amazon's Dynamo whitepaper , a milestone that made me reflect on how much innovation has occurred in the area of databases over the last decade and a good reminder on why taking a customer obsessed approach to solving hard problems can have lasting impact beyond your original expectations.

Internet 128

Internet Internet AWS Performance 128