Dynatrace

AUGUST 17, 2021

This method of structuring, developing, and operating complex, multi-function software as a collection of smaller independent services is known as microservice architecture. ” it helps to understand the monolithic architectures that preceded them. Understanding monolithic architectures. Microservices benefits.

Architecture 246

Architecture Software Software Development 246

Dynatrace

JULY 7, 2022

Many organizations are taking a microservices approach to IT architecture. However, in some cases, an organization may be better suited to another architecture approach. Therefore, it’s critical to weigh the advantages of microservices against its potential issues, other architecture approaches, and your unique business needs.

Architecture 246

Architecture Serverless Azure Programming 246

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Adopting an SRE approach also requires that teams standardize the technologies and tools they use. Dynatrace news.

Engineering 245

Engineering DevOps Government Latency 245

Dynatrace

DECEMBER 12, 2024

More technology, more complexity The benefits of cloud-native architecture for IT systems come with the complexity of maintaining real-time visibility into security compliance and risk posture. For example, for companies with over 1,000 DevOps engineers, the potential savings are between $3.4

Analytics 289

Analytics Government Efficiency Innovation 289

Dynatrace

MARCH 29, 2024

As organizations continue to modernize their technology stacks, many turn to Kubernetes , an open source container orchestration system for automating software deployment, scaling, and management. Five of the most common include cluster instability, resource and cost management, security, observability, and stress on engineering teams.

Engineering 264

Engineering DevOps Operating System Cloud 264

The Netflix TechBlog

APRIL 12, 2022

By Alex Hutter , Falguni Jhaveri and Senthil Sayeebaba Over the past few years Content Engineering at Netflix has been transitioning many of its services to use a federated GraphQL platform. In a federated graph architecture, how can we answer such a query given that each entity is served by its own service?

Engineering 271

Engineering Architecture Java Infrastructure 271

The Netflix TechBlog

JANUARY 6, 2025

In the dynamic world of technology, its tempting to leap into problem-solving mode. Challenge: Dont understand the cascading effects of their setup on these perceived black box personalization systems - Personalization System Engineers Role: Develop and operate the personalization systems. How do we ensure standardization?

Scalability 219

Scalability Cache Engineering Systems 219

Dynatrace

NOVEMBER 14, 2023

Site reliability engineering (SRE) has become increasingly important to organizations looking to keep up with the rapid pace of digital transformation. Effective site reliability engineering requires enterprise-wide transformation Without a unified understanding of SRE practices, organizational silos can quickly form between departments.

Best Practices 246

Best Practices Engineering DevOps Software Engineering 246

Dynatrace

FEBRUARY 12, 2024

When it comes to platform engineering, not only does observability play a vital role in the success of organizations’ transformation journeys—it’s key to successful platform engineering initiatives. The various presenters in this session aligned platform engineering use cases with the software development lifecycle.

Engineering 246

Engineering Development Infrastructure Cloud 246

Dynatrace

NOVEMBER 17, 2020

The rapidly evolving digital landscape is one important factor in the acceleration of such transformations – microservices architectures, service mesh, Kubernetes, Functions as a Service (FaaS), and other technologies now enable teams to innovate much faster. New cloud-native technologies make observability more important than ever….

Analytics 236

Analytics Technology Technology Cloud 236

DZone

MARCH 8, 2024

In today's fast-paced digital landscape, organizations are increasingly embracing multi-cloud environments and cloud-native architectures to drive innovation and deliver seamless customer experiences. They enable developers, engineers, and architects to drive innovation, but they also introduce new challenges."

Analytics 331

Analytics Innovation DevOps Architecture 331

The Netflix TechBlog

JUNE 20, 2024

A summary of sessions at the first Data Engineering Open Forum at Netflix on April 18th, 2024 The Data Engineering Open Forum at Netflix on April 18th, 2024. At Netflix, we aspire to entertain the world, and our data engineering teams play a crucial role in this mission by enabling data-driven decision-making at scale.

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

DZone

JUNE 22, 2023

Architects, DevOps, and cloud engineers are gradually trying to understand which is better to continue the journey with: the API gateway, or adopt an entirely new service mesh technology?

DevOps 312

DevOps Architecture Innovation Infrastructure 312

The Netflix TechBlog

FEBRUARY 25, 2021

Simplified architecture of a streaming preparation pipeline A key feature that our members rightfully deserve when playing audio, video, and timed text is synchronization. If you want to explore another facet of the team’s work, have a look at the other award-winning technology, TTML , that we use for our Japanese subtitles.

Technology 190

Technology Technology Open Source Media 190

The Netflix TechBlog

FEBRUARY 14, 2025

Every image you hover over isnt just a visual placeholder; its a critical data point that fuels our sophisticated personalization engine. This nuanced integration of data and technology empowers us to offer bespoke content recommendations.

Tuning 166

Tuning Latency Efficiency Storage 166

Dynatrace

MARCH 3, 2020

The IDC FutureScape: Worldwide IT Industry 2020 Predictions highlights key trends for IT industry-wide technology adoption for the next five years and includes these predictions: Hasten to innovation. One way to apply improvements is transforming the way application performance engineering and testing is done.

Performance 314

Performance Education Innovation Software Architecture 314

DZone

JUNE 20, 2023

As a platform engineer of many years now, Kubernetes has become one of those ubiquitous tools that are simply a must-have in many of our clients’ tech stacks. Like all cloud-native technologies, Kubernetes can be a challenge to test locally.

Testing 276

Testing Azure AWS Cloud 276

Dynatrace

JULY 13, 2022

Arm architecture. Today, Google announced virtual machines (VMs) based on the Arm architecture on Compute Engine called Tau T2A , which are optimized for cost-effective performance for scale-out workloads, as well as GKE Arm. Meet Davis, our powerful AI-engine | Dynatrace. For some, that means looking to the?

Google 246

Google Infrastructure Architecture Engineering 246

DZone

SEPTEMBER 24, 2021

Process Automation is defined as “a centerpiece of digitalization efforts” – where workflow engines are used as “a vital building block in modern architectures.”

Processing 246

Processing Architecture Cloud Engineering 246

Dynatrace

JULY 11, 2023

We’re delighted to share that IBM and Dynatrace have joined forces to bring the Dynatrace Operator, along with the comprehensive capabilities of the Dynatrace platform, to Red Hat OpenShift on the IBM Power architecture (ppc64le). Captures metrics, traces, logs, and other telemetry data in context.

Architecture 189

Architecture Availability Infrastructure Monitoring 189

Dynatrace

JULY 24, 2024

As we did with IBM Power , we’re delighted to share that IBM and Dynatrace have joined forces to bring the Dynatrace Operator, along with the comprehensive capabilities of the Dynatrace platform, to Red Hat OpenShift on the IBM Z and LinuxONE architecture (s390x). Learn more about the new Kubernetes Experience for Platform Engineering.

Availability 279

Availability Infrastructure Metrics Monitoring 279

The Netflix TechBlog

NOVEMBER 17, 2022

To do so, we continuously push the boundaries of streaming video quality and leverage the best video technologies. 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. For your eyes only!

Network 300

Network Media Innovation Efficiency 300

Dynatrace

MARCH 13, 2025

OpenTelemetry Astronomy Shop demo application architecture diagram. docker compose up --no-build If you use ARM architecture (for example, a MacBook with Apple silicon), remove the --no-build option to build the images locally. You can also use it to test different OpenTelemetry features and evaluate how they appear on backends.

Open Source 147

Open Source Metrics Architecture Infrastructure 147

The Netflix TechBlog

FEBRUARY 18, 2022

Motivation With the rapid growth in Netflix member base and the increasing complexity of our systems, our architecture has evolved into an asynchronous one that enables both online and offline computation. Personalized Experience Refresh Netflix Recommendation engine continuously refreshes recommendations for every member.

Systems 334

Systems Traffic Architecture Mobile 334

The Netflix TechBlog

FEBRUARY 9, 2021

The Growth Engineering team is responsible for executing growth initiatives that help us anticipate and adapt to this change. For more background on Growth Engineering and the signup funnel, please have a look at our previous blog post that covers the basics. We need to be constantly adapting and innovating as a result of this change.

Engineering 145

Engineering Scalability Architecture Innovation 145

Dynatrace

JULY 7, 2022

But as IT teams increasingly design and manage cloud-native technologies, the tasks IT pros need to accomplish are equally variable and complex. By sensing, thinking, and acting, these technologies can complete tasks automatically. The sense-think-act model takes shape in the real world with self-driving cars and robots of all kinds.

Artificial Intelligence 245

Artificial Intelligence Automotive DevOps Infrastructure 245

Dynatrace

FEBRUARY 9, 2022

Engineers often choose best-of-breed services from multiple sources to create a single application. AI-powered automation and deep, broad observability for serverless architectures. Have a look at the full range of supported technologies. 2 Automatic detected queues anomaly by AI engine Davis.

Serverless 246

Serverless Azure Lambda AWS 246

Dynatrace

OCTOBER 4, 2022

These technologies are poorly suited to address the needs of modern enterprises—getting real value from data beyond isolated metrics. Grail architectural basics. The aforementioned principles have, of course, a major impact on the overall architecture. It’s based on cloud-native architecture and built for the cloud.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

JANUARY 16, 2023

While Kubernetes is still a relatively young technology, a large majority of global enterprises use it to run business-critical applications in production. Findings provide insights into Kubernetes practitioners’ infrastructure preferences and how they use advanced Kubernetes platform technologies. Java, Go, and Node.js

Open Source 358

Open Source Java Operating System Programming 358

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. Dynatrace news. This blog summarizes our great conversation for the posed questions.

Strategy 245

Strategy Performance Logistics Monitoring 245

Dynatrace

FEBRUARY 8, 2021

Leveraging cloud-native technologies like Kubernetes or Red Hat OpenShift in multicloud ecosystems across Amazon Web Services (AWS) , Microsoft Azure, and Google Cloud Platform (GCP) for faster digital transformation introduces a whole host of challenges. Now, Dynatrace applies Davis, its AI engine, to monitor the new log sources.

Cloud 264

Cloud Azure Analytics Open Source 264

The Netflix TechBlog

OCTOBER 29, 2020

For these reasons, as a small engineering team, we’ve found that optimizing for reliability and speed of product delivery is required for us to serve our evolving customers’ needs successfully. The need for fast product delivery led us to experiment with a multiplatform architecture.

Mobile 279

Mobile Cache Network Technology 279

The Netflix TechBlog

JUNE 7, 2021

Flow Exporter The Flow Exporter is a sidecar that uses eBPF tracepoints to capture TCP flows at near real time on instances that power the Netflix microservices architecture. After several iterations of the architecture and some tuning, the solution has proven to be able to scale. What is BPF?

Network 327

Network Transportation AWS Cloud 327

Dynatrace

FEBRUARY 4, 2025

The 2024 State of AI Report highlights this trend, with 89% of technology leaders anticipating that AI will significantly enhance incident response by learning to automate and optimize various tasks, such as performance monitoring and workload scheduling. Traditional forecasting engines typically depend on historical data, stored in metrics.

Retail 130

Retail Metrics Engineering Efficiency 130

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Observability for heterogeneous cloud-native technologies is key. Dynatrace news.

Java 264

Java Traffic Architecture Strategy 264

Dynatrace

FEBRUARY 10, 2023

According to recent Dynatrace data, 59% of CIOs say the increasing complexity of their technology stack could soon overload their teams without a more automated approach to IT operations. See how Dynatrace Log Management and Analytics enables any analysis at any time with Grail technology. What is a data lakehouse? Learn more.

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

JULY 29, 2024

Organizations across industries are embracing generative AI, a technology that promises faster development and increased productivity. AI for effective DevSecOps AI itself has become an indispensable technology for organizations that must deliver safe and secure online services. Learn more in this blog.

Analytics 245

Analytics Government DevOps Efficiency 245