The Netflix TechBlog

JANUARY 10, 2024

This introductory blog focuses on an overview of our journey. Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. It served as the foundation for numerous encoding innovations developed by our team. 264, AV1, etc.).

Processing 229

Processing Media Latency Innovation 229

The Netflix TechBlog

NOVEMBER 17, 2022

In this tech blog, we describe how we improved Netflix video quality with neural networks, the challenges we faced and what lies ahead. While conventional video codecs remain prevalent, NN-based video encoding tools are flourishing and closing the performance gap in terms of compression efficiency.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

MARCH 14, 2024

A TX strategy is an innovative approach that seeks to overhaul the traditional paradigms of public service delivery. The goal is to unify four key areas of the organization into one holistic service design and delivery approach. This blog originally appeared in Federal News Network. Everything impacts and influences each other.

Government 200

Government Strategy Best Practices Website 200

Dynatrace

JANUARY 18, 2023

As organizations accelerate innovation to keep pace with digital transformation, DevOps observability is becoming a critical key to success for DevOps and DevSecOps teams. This drive for speed has a cost: 22% of leaders admit they’re under so much pressure to innovate faster that they must sacrifice code quality. What is DevOps?

DevOps 207

DevOps Best Practices Innovation Strategy 207

Dynatrace

MAY 23, 2022

Cloud environment toolkits —microservices, Kubernetes, and serverless platforms — deliver business agility, but also create complexity for which many security solutions weren’t designed. Above all, companies modernize and adopt a multicloud strategy to innovate, scale, and increase efficiency.

Strategy 232

Strategy Innovation Cloud Serverless 232

Official Blog - World Web Technology

DECEMBER 1, 2023

You can maintain a competitive edge and produce aesthetically pleasing websites in the dynamic field of web design solutions. You can create a website that is visually attractive and easy to use with the best web design solutions and tools. Web Design Solutions Made Easy! Top 9 Software for a Website Designing Company in India!

Design 59

Design Software Software Website 59

Dynatrace

APRIL 19, 2021

Anticipating the evolution of our market, we designed the Dynatrace Software Intelligence Platform to: Provide the broadest multicloud observability , spanning applications, infrastructure, user experience, AIOps, automation, and application security in a single platform, to provide a single source of truth across the full stack.

DevOps 268

DevOps Innovation Speed Infrastructure 268

Dynatrace

MAY 24, 2023

Dynatrace is proud to provide deep monitoring support for Azure Linux as a container host operating system (OS) platform for Azure Kubernetes Services (AKS) to enable customers to operate efficiently and innovate faster. Microsoft initially designed the OS for internal use to develop and manage Azure services.

Azure 233

Azure Monitoring Operating System Virtualization 233

Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. Model observability provides visibility into resource consumption and operation costs, aiding in optimization and ensuring the most efficient use of available resources.

Cache 212

Cache Azure Infrastructure Monitoring 212

Edge Perspectives

JANUARY 21, 2019

I recently wrote a blog post suggesting that the ultimate test of transformation is whether the caterpillar became a butterfly – is it so different that it’s unrecognizable? It’s Martin Luther King Day in the US and I can’t think of a better day to declare that I have a dream and to explore that dream in a blog post.

Innovation 104

Innovation Scalability Efficiency Mobile 104

Dynatrace

JULY 5, 2022

In fact, according to a Forrester Consulting report , implementing an AIOps approach that provides proactive visibility helped companies improve operational efficiency and reduce false-positive alerts by 95%. Increased business innovation. For example: Greater IT staff efficiency. million per year by automating key processes.

Artificial Intelligence 294

Artificial Intelligence Cloud Innovation Strategy 294

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 225

DevOps Big Data Cloud Innovation 225

Dynatrace

NOVEMBER 2, 2020

Cloud computing skyrocketed onto the market 20+ years ago and has been widely adopted for the scalability and accelerated innovation it brings organization. Azure shines when it comes to building and running your software with speed and agility, empowering developers to build productively and innovate faster. Dynatrace news.

Azure 254

Azure Serverless Innovation Cloud 254

Dynatrace

JANUARY 26, 2021

This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes. appeared first on Dynatrace blog. Environmental forces. The post What is DevSecOps?

DevOps 277

DevOps Best Practices Open Source Tuning 277

Dynatrace

MARCH 14, 2022

Every day, healthcare organizations across the globe have embraced innovative technology to streamline the delivery of patient care. As patient care continues to evolve, IT teams have accelerated this shift from legacy, on-premises systems to cloud technology to more build, test, and deploy software, and fuel healthcare innovation.

Healthcare 234

Healthcare Artificial Intelligence Innovation Strategy 234

Dynatrace

JULY 26, 2022

Some benefits of Dynatrace, like faster DevOps innovation and gained operational efficiency, were quite consistent. With the advent of cloud and DevOps , technology silos are collapsing into software-defined platforms designed with the application workload and digital business requirements in mind. Would the magnitude change?

DevOps 236

DevOps Small Business Innovation Network 236

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. Our previous tech blog Packaging award-winning shows with award-winning technology detailed our packaging technology deployed on the streaming side.

Cloud 237

Cloud Media Storage Cache 237

Dynatrace

APRIL 19, 2021

Anticipating the evolution of our market, we designed the Dynatrace Software Intelligence Platform to: Provide the broadest multicloud observability , spanning applications, infrastructure, user experience, AIOps, automation, and application security in a single platform, to provide a single source of truth across the full stack.

DevOps 162

DevOps Innovation Speed Infrastructure 162

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Increased efficiency for Lambda function configurations. What is AWS Lambda? Lambda Function URLs benefits. Set CORS and headers of the response.

Lambda 173

Lambda AWS Serverless Infrastructure 173

Dynatrace

APRIL 28, 2020

The combination of our broad platform with powerful, explainable AI-assistance and automation helps our customers reduce wasted motions and accelerate better business outcomes – whether that’s speed and quality of innovation for IT, automation, and efficiency for DevOps, or optimization and consistency of user experiences.

DevOps 250

DevOps Innovation Monitoring Analytics 250

The Netflix TechBlog

JANUARY 11, 2022

Here we describe the role of Experimentation and A/B testing within the larger Data Science and Engineering organization at Netflix, including how our platform investments support running tests at scale while enabling innovation. To enable scale, we’ve built, and continue to invest in, an internal experimentation platform (XP for short).

Innovation 243

Innovation Metrics Engineering Testing 243

Dynatrace

MAY 23, 2022

As developers move to microservice-centric designs, components are broken into independent services to be developed, deployed, and maintained separately. Shifting from monolith to microservices makes it easier to test, develop, and release innovative features more rapidly. Faster performance. Improved fault isolation.

Architecture 203

Architecture DevOps Monitoring Programming 203

The Netflix TechBlog

OCTOBER 28, 2021

During earlier years of my career, I primarily worked as a backend software engineer, designing and building the backend systems that enable big data analytics. It is critical for fast-paced product innovation at Netflix since CL provides foundational data for personalization, A/B experimentation, and performance analytics.

Data Engineering 173

Data Engineering Engineering Big Data Software Engineering 173

Dynatrace

OCTOBER 17, 2023

Grail is designed for scalability, with no technical prerequisites or additional hosting and storage costs as ingestion rates increase. This compelling success story underscores how the Dynatrace customer-centric pricing approach can drive efficiency, cost savings, and performance improvements for businesses in any sector.

Retail 245

Retail Storage Best Practices Architecture 245

Tasktop

APRIL 11, 2022

The pace of innovation is very much determined by the organization design and how we structure this matrix of roles and responsibilities,” says Dr. Mik Kersten, Tasktop CEO and best-selling author of Project to Product , who co-hosts the webinar. So how do you design them correctly? Watch the full webinar.

Design 52

Design Infrastructure Metrics Innovation 52

Dynatrace

MAY 26, 2021

This blog dives into what we learned by listening to experts in the field and the key takeaways we gathered from the talks. After all, it’s key to sample and store traces efficiently while not missing out on important events. OTel is designed to ensure flexibility and stability. So, the design of OTel allows for flexibility.

AWS 221

AWS Strategy Storage Metrics 221

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Increased efficiency for Lambda function configurations. What is AWS Lambda? Lambda Function URLs benefits. Set CORS and headers of the response.

Lambda 130

Lambda AWS Serverless Infrastructure 130

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 helps users to create visually appealing and functional websites efficiently and quickly.

Website 59

Website Design Efficiency Code 59

Dynatrace

MARCH 10, 2021

The designation reflects AWS’ recognition that Dynatrace has demonstrated deep experience and proven customer success building AI-powered solutions on AWS. We are moving into the 2020s and smart integration and automation are driving the next innovation cycle in digital transformation and enterprise software. Dynatrace news.

AWS 147

AWS Cloud Artificial Intelligence Innovation 147

Dynatrace

OCTOBER 28, 2021

Once established, chaos engineering becomes an effective way to fine tune service-level indicators and objectives, improve alerting, and build more efficient dashboards, so you know you are collecting all the data you need to accurately observe and analyze your environment. Accelerates innovation. appeared first on Dynatrace blog.

Engineering 234

Engineering Entertainment Cloud Infrastructure 234

The Netflix TechBlog

NOVEMBER 2, 2021

As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. For example, when we design a new version of VMAF, we need to effectively roll it out throughout the entire Netflix catalog of movies and TV shows. via bug fixes).

Media 171

Media Innovation Metrics Latency 171

Dynatrace

OCTOBER 1, 2021

The goal of observability is to understand what’s happening across all these environments and among the technologies, so you can detect and resolve issues to keep your systems efficient and reliable and your customers happy. The architects and developers who create the software must design it to be observed.

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

Dynatrace

SEPTEMBER 7, 2022

When it comes to dynamic cloud environments, Dynatrace is also an innovator in “modern cloud done right.” Gartner does not endorse any vendor, product, or service depicted in its research publications and does not advise technology users to select only those vendors with the highest ratings or other designation.

Traffic 224

Traffic AWS Network Cloud 224

Dynatrace

NOVEMBER 18, 2020

DevOps seeks to accomplish smooth and efficient software creation, delivery, monitoring, and improvement by prioritizing agility and adaptability over rigid, stage-by-stage development. With the help of open-source solutions and agile APIs, teams can now deliver and maintain code more efficiently than ever. Dynatrace news.

DevOps 211

DevOps Infrastructure Open Source C++ 211

The Netflix TechBlog

JANUARY 30, 2023

In a previous blog post we explained how our artwork personalization algorithm can pick the best image for each member, but how do we create a good set of images to choose from? What data would you like to have if you were designing an asset suite? In this blog post, we talk about two approaches to create effective artwork.

Media 256

Media Design Innovation Strategy 256

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

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 173

Open Source Cloud Games Java 173