The Netflix TechBlog

MARCH 14, 2023

User provides a sample image to find other similar images Prior engineering work Approach #1: on-demand batch processing Our first approach to surface these innovations was a tool to trigger these algorithms on-demand and on a per-show basis. Dawn Chenette , Design Lead This approach had several benefits for product engineering.

Media 299

Media Innovation Energy Architecture 299

DZone

FEBRUARY 11, 2025

In my previous article on Pydantic, I introduced you to Logfire in one of the code examples as an observability platform designed to provide developers with insights into Python applications.

Innovation 214

Innovation Design Code Development 214

Dynatrace

SEPTEMBER 15, 2020

We’re therefore excited to announce that Dynatrace has received the AWS Outposts Service Ready designation. Fully automated: With zero-touch configuration and continuous discovery and mapping, you’ll have more time to innovate. Minimize troubleshooting, and spend more time innovating. Next steps.

AWS 275

AWS Design Cloud Storage 275

Dynatrace

NOVEMBER 29, 2024

This certification is specifically designed for Cloud Service Providers (CSPs) and builds upon the more generic approaches of ISO 27001 and SOC 2 Type II. This enables innovators to modernize and automate cloud operations, deliver software faster and more securely, and ensure flawless digital experiences.

Benchmarking 246

Benchmarking Government Innovation Cloud 246

Dynatrace

OCTOBER 23, 2023

At financial services company, Soldo, efficiency and security by design are paramount goals. Because Soldo is in a highly regulated industry, Domenella’s team adopted security by design from the beginning. What is security by design? The most efficient one we found was Dynatrace.”

Design 264

Design Innovation DevOps Open Source 264

Dynatrace

MAY 27, 2021

I am excited to announce a new integration with leading DevOps innovator, JFrog, to help organizations meet this demand. We designed the Dynatrace platform to help the world’s largest organizations accelerate their digital transformation, and DevOps is at the heart of this effort,” he said.

DevOps 246

DevOps Innovation Speed Cloud 246

Dynatrace

MARCH 5, 2025

From developers leveraging platform engineering tools to optimize application performance, to Site Reliability Engineers (SREs) ensuring resilience, and executives gaining critical business insights, observability increases the velocity of innovation across every level of an organization.

Innovation 232

Innovation Speed Efficiency Engineering 232

Dynatrace

FEBRUARY 26, 2024

In today’s complex digital landscape, organizations need to be able to scale and innovate in order to compete. The collaborative partner innovation showcased between Dynatrace and its strategic partnerships is a critical piece of enabling growth for our customers. Below are the winners.

Innovation 246

Innovation Analytics Mobile Website 246

Dynatrace

OCTOBER 16, 2023

At the Dynatrace Innovate conference in Barcelona, Bernd Greifeneder, Dynatrace chief technology officer, discussed key examples of how the Dynatrace observability platform delivers value well beyond traditional monitoring. The post Bringing IT automation to life at Dynatrace Innovate Barcelona appeared first on Dynatrace news.

Innovation 246

Innovation DevOps Cloud Efficiency 246

Dynatrace

MAY 5, 2020

We’re therefore excited to announce that Dynatrace has received the Amazon RDS Service Ready designation. Achieving this designation differentiates Dynatrace as an AWS Advanced Technology Partner with a product that is integrated with Amazon RDS and is generally available and fully supported. Next steps.

Design 217

Design AWS Education Innovation 217

The Netflix TechBlog

MARCH 4, 2025

In this final part, we detailed the sophisticated system strategies and architecture, including observability endpoints, proactive monitoring, and Time Travel capabilities; all designed to ensure a thrilling viewing experience.

Traffic 172

Traffic Strategy Entertainment Innovation 172

Dynatrace

OCTOBER 30, 2024

We believe this acknowledgement reflects our continuous effort to innovate and improve, always with the goal of helping our customers deliver better digital experiences. At Dynatrace, we’re honored to be recognized as a Customers’ Choice in digital experience monitoring by Gartner.

Monitoring 245

Monitoring Innovation Mobile Strategy 245

Percona

JULY 16, 2024

are designated as “Innovation Releases.” ” These releases are characterized by their short support lifecycles, lasting only one quarter, and their focus is on introducing new features and innovations, which may […] On July 1st, 2024, Oracle launched MySQL 9.0.0, the first release in the 9.x

Innovation 126

Innovation Design Software Software 126

The Netflix TechBlog

JANUARY 2, 2025

To better guide the design and budgeting of future campaigns, we are developing an Incremental Return on Investment model. Ideally, we would have causal estimates from an A/B test to use for validation, but since that is not available, we use another causal inference design as one of our ensemble of validation approaches.

Analytics 190

Analytics Engineering Games Entertainment 190

Dynatrace

JUNE 2, 2022

In order to unleash the innovation organizations need to evolve their SRE approaches. More than half (51%) of SREs say they dedicate significant time to influencing architectural design decisions to improve reliability. Embrace experimentation and unleash exciting innovation. SRE adoption is growing, yet gaps remain.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

Dynatrace

OCTOBER 16, 2024

When we launched the new Dynatrace experience, we introduced major updates to the platform, including Grail ™, our innovative data lakehouse unifying observability, security, and business data, and Dynatrace Query Language ( DQL ) for accessing and exploring unified data.

Social Media 263

Social Media Metrics Network Analytics 263

The Netflix TechBlog

MARCH 28, 2025

Furthermore, it was difficult to transfer innovations from one model to another, given that most are independently trained despite using common data sources. These insights have shaped the design of our foundation model, enabling a transition from maintaining numerous small, specialized models to building a scalable, efficient system.

Tuning 165

Tuning Efficiency Latency Strategy 165

Dynatrace

JULY 9, 2024

It should be open by design to accelerate innovation, enable powerful integration with other tools, and purposefully unify data and analytics. All innovations based on Grail are only available in Dynatrace SaaS environments. Grail-based innovations are, however, only available in Dynatrace SaaS environments.

Analytics 264

Analytics Innovation Availability Design 264

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 279

DevOps Innovation Speed Infrastructure 279

DZone

JULY 25, 2024

Previously, with no universal open standard for telemetry data, the proprietary vendor mousetraps were designed to make it super difficult to migrate to other solutions, which was insane. These vendors didn’t have a lot of incentive to innovate or compete, because they had instrumented such effective mousetraps to lock users in.

Infrastructure 262

Infrastructure Open Source Innovation Metrics 262

Dynatrace

MAY 9, 2023

The city’s thriving tech community, reputation for innovation, and high-quality talent pool in specific roles were key factors in the decision. Its design fosters collaboration and innovation, providing space for up to 400 software intelligence experts in Denver’s vibrant LoDo neighborhood.

Transportation 246

Transportation Innovation Storage Design 246

The Netflix TechBlog

DECEMBER 17, 2024

How can we design systems that recognize these nuances and empower every title to shine and bring joy to ourmembers? Stay tuned for a closer look at the innovation behind thescenes! Yet, these pages couldnt be more different. Each title represents countless hours of effort and creativity, and our systems need to honor that uniqueness.

Traffic 172

Traffic Scalability Strategy Monitoring 172

DZone

JUNE 25, 2024

Scalable software architectures are the backbone of efficient and flexible production lines, enabling manufacturers to meet the increasing demands for innovative display technologies.

Scalability 241

Scalability Software Software Software Architecture 241

Dynatrace

NOVEMBER 6, 2023

Dynatrace recently announced the availability of its latest core innovations for customers running the Dynatrace® platform on Microsoft Azure, including Grail. Transforming business with Azure data analytics In the evolution towards digital and cloud-native solutions, the ability to efficiently manage vast amounts of data is imperative.

Azure 245

Azure Analytics Artificial Intelligence Innovation 245

The Netflix TechBlog

NOVEMBER 17, 2022

Our approach to NN-based video downscaling The deep downscaler is a neural network architecture designed to improve the end-to-end video quality by learning a higher-quality video downscaler. We employed an adaptive network design that is applicable to the wide variety of resolutions we use for encoding.

Network 300

Network Media Innovation Efficiency 300

Dynatrace

SEPTEMBER 20, 2022

DevSecOps best practices provide guidelines to help organizations achieve efficient and secure application design, development, implementation, and management. Some DevSecOps best practices include the following: Security by design. The result is an improved ability to innovate. Disparate toolsets.

Best Practices 312

Best Practices DevOps Education Serverless 312

Dynatrace

MARCH 26, 2024

Innovate with Passion We build innovative solutions and creative approaches to our business across all functions to benefit our stakeholders. For this, we designed and kicked off a Values Adoption Strategy, which includes four steps—Awareness, Comprehension, Application, and Ownership. Stay tuned.

Innovation 264

Innovation Tuning Strategy Software 264

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 264

Azure Serverless Cloud Innovation 264

High Scalability

FEBRUARY 19, 2020

But under the sheets there's literally thousands of innovations that each have their own diminishing return curve. We keep inventing new innovations. The innovation stack is very broad. Oh, and before you complain about the title, most of my titles are boring by design. The result has been an exponential improvement.

Innovation 264

Innovation Architecture Engineering Design 264

Dynatrace

JUNE 14, 2023

While last year was deemed “The Year of Innovation” for launching Grail , our causal data lakehouse with massively parallel processing (MPP), along with AppEngine , AutomationEngine , Notebooks , and more, 2023 is about extending these innovations to more customers through our partners. Just a few of these are outlined below.

Programming 245

Programming Best Practices Innovation Analytics 245

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. Development teams create and iterate on new software applications. Environmental forces.

DevOps 306

DevOps Best Practices Open Source Tuning 306

Dynatrace

JULY 22, 2020

Microservice design principles force people to think along a spectrum of loose coupling. Introduces the Dynatrace long-term design pattern for full-stack observability, described below. Further improvements will take advantage of our innovative injection approach. Dynatrace news. Automated rollout of application observability.

Government 243

Government Innovation Strategy Speed 243

The Netflix TechBlog

FEBRUARY 18, 2022

As the design of RENO evolved, support for new use cases became possible and RENO was quickly positioned as the centralized rapid notification service for all product areas at Netflix. We were able to onboard additional product use cases at a fast pace thus unblocking a lot of innovation.

Systems 334

Systems Traffic Architecture Mobile 334

ACM Sigarch

APRIL 2, 2025

To create a CPU core that can execute a large number of instructions in parallel, it is necessary to improve both the architecturewhich includes the overall CPU design and the instruction set architecture (ISA) designand the microarchitecture, which refers to the hardware design that optimizes instruction execution.

Efficiency 52

Efficiency Hardware Architecture Design 52

Dynatrace

JUNE 26, 2024

The FedRAMP Moderate baseline is designed to protect sensitive data that, if compromised, could seriously adversely affect operations, assets, or individuals. government’s mission-critical applications by optimizing performance, reducing costs, and driving innovation, ultimately leading to improved service delivery for the public.

Government 279

Government Programming Cloud Innovation 279

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 264

DevOps Innovation Monitoring Analytics 264

Dynatrace

OCTOBER 1, 2021

When an observability solution also analyzes user experience data using synthetic and real-user monitoring, you can discover problems before your users do and design better user experiences based on real, immediate feedback. The architects and developers who create the software must design it to be observed. Benefits of observability.

Metrics 363

Metrics Open Source Monitoring Cloud 363