The Netflix TechBlog

NOVEMBER 17, 2022

Of course, we believe in the transformative potential of NN throughout video applications, beyond video downscaling. 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.

Network 300

Network Media Innovation Serverless 300

Dynatrace

JUNE 15, 2021

The fact is, Reliability and Resiliency must be rooted in the architecture of a distributed system. The email walked through how our Dynatrace self-monitoring notified users of the outage but automatically remediated the problem thanks to our platform’s architecture. And that’s true for Dynatrace as well.

AWS 246

AWS Traffic Architecture Azure 246

Dynatrace

DECEMBER 21, 2023

Evaluating these on three levels—data center, host, and application architecture (plus code)—is helpful. Application architectures might not be conducive to rehosting. Of course, you need to balance these opportunities with the business goals of the applications served by these hosts. Unfortunately, it’s not that simple.

Cloud 264

Cloud Energy Best Practices Cache 264

The Netflix TechBlog

OCTOBER 29, 2020

The need for fast product delivery led us to experiment with a multiplatform architecture. This approach works well for us for several reasons: Our Android and iOS studio apps have a shared architecture with similar or in some cases identical business logic written on both platforms. Networking Hendrix interprets rule set(s)?—?remotely

Mobile 279

Mobile Cache Network Technology 279

Dynatrace

SEPTEMBER 28, 2020

Lightweight architecture. The overall architecture – including the consolidated Dynatrace API – is shown below: Different problem visualizations build on top of a lightweight backend that uses the consolidated Dynatrace API. Getting the problem status of all environments has to be efficient. js framework. js framework.

Storage 276

Storage Architecture Tuning Efficiency 276

Dynatrace

AUGUST 2, 2021

Hyperscale is the ability of an architecture to scale appropriately as increased demand is added to the system. Organizations, and teams within them, need to stay the course, leveraging multicloud platforms to meet the demand of users proactively and proficiently, as well as drive business growth. But what does that look like?

Azure 264

Azure Cloud Google AWS 264

DZone

MARCH 2, 2021

Over the course of several posts, we have seen how, as a result of the evolution of application architectures, new needs arise in the field of testing. We have focused on a specific one. We have seen that we have Contract Testing within our reach, with different approaches and tools that allow us to address this specific need.

Testing 203

Testing Architecture Cloud Processing 203

Dynatrace

OCTOBER 14, 2020

Thanks to the simplicity of our microservice architecture, we were able to quickly identify that our MongoDB connection handling was the root cause of the memory leak. And of course: no more OOMs. To fix the memory leak, we leveraged the information provided in Dynatrace and correlated it with the code of our event broker.

Cloud 302

Cloud Development Open Source Monitoring 302

Dynatrace

OCTOBER 26, 2022

Over the course of the last year, we’ve incrementally extended the coverage of security policies to provide a common authorization mechanism for the entire Dynatrace platform. If so, check out our Extend flexible and granular access management for teams blog post to understand the basic architecture and have a look at our documentation.

Cloud 246

Cloud Scalability Architecture Systems 246

Dynatrace

SEPTEMBER 3, 2024

The implications of software performance issues and outages have a significantly broader impact than in the past—with the potential to negatively impact revenue, customer experiences, patient outcomes, and, of course, brand reputation. Ideally, resiliency plans would lead to complete prevention.

Infrastructure 290

Infrastructure Innovation Monitoring Software Performance 290

Dynatrace

SEPTEMBER 9, 2022

According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. Of course, cloud application modernization solutions are not always focused on rebuilding from the ground up. Why should organizations modernize applications?

Strategy 264

Strategy Benchmarking Serverless Cloud 264

Dynatrace

NOVEMBER 11, 2021

“Because of the uncertainty of the times and the likely realities of the ‘new normal,’ more and more organizations are now charting the course for their journeys toward cloud computing and digital transformation,” wrote Gaurav Aggarwal in a Forbes article the impact of COVID-19 on cloud adoption.

AWS 246

AWS Cloud Lambda Azure 246

Dynatrace

MARCH 11, 2021

For this visualization I used the same backend architecture as for the real-time visualization I presented previously. This might be disputable, of course, but from an operations perspective one could question: “Are problems that only last for a couple of minutes worth investigating? ” Lessons learned.

Tuning 264

Tuning Architecture Monitoring Big Data 264

Smashing Magazine

FEBRUARY 8, 2022

Statoscope: A Course Of Intensive Therapy For Your Bundle. Statoscope: A Course Of Intensive Therapy For Your Bundle. That’s why I made effort to architecturally sculpt each piece of the toolkit (it wasn’t for nothing that said it was a toolkit) so that it functions as a plugin, not as something hardcoded. Sergey Melukov.

Storage 89

Storage Code Metrics C++ 89

Dynatrace

MARCH 1, 2023

As digital transformation accelerates, organizations turn to hybrid and multicloud architectures to innovate, grow, and reduce costs. But the complexity and scale of multicloud architecture invites new enterprise challenges. Protection means securing complex, distributed and high-velocity cloud architectures,” the article continued.

Strategy 246

Strategy Cloud Software Software 246

Dynatrace

JULY 22, 2020

Cloud-native software design, much like microservices architecture, is founded on the premise of speed to delivery via phases, or iterations. Of course, each valuable innovation will eventually have a blog post of its own, explaining how Dynatrace can further solve your Kubernetes-observability challenges.

Government 243

Government Innovation Strategy Speed 243

Dynatrace

FEBRUARY 25, 2021

Distributing accounts across the infrastructure is an architectural decision, as a given account often has similar usage patterns, languages, and sizes for their Lambda functions. Of course, this requires a VM that provides rock-solid isolation, and in AWS Lambda, this is the Firecracker microVM. The virtual CPU is turned off.

Lambda 278

Lambda AWS Monitoring Serverless 278

Dynatrace

OCTOBER 1, 2019

IT performance problems increase with cloud-native architectures. 76% said they don’t have complete visibility into application performance in cloud-native architectures. Of course, you need Dynatrace®. More specifically, our report found: 49% of CIOs are concerned IT performance problems will cause a loss in revenue.

Cloud 223

Cloud Artificial Intelligence Serverless Government 223

Dynatrace

NOVEMBER 11, 2022

Hyperconverged infrastructure (HCI) is an IT architecture that combines servers, storage, and networking functions into a unified, software-centric platform to streamline resource management. In a standard server or resource model, silos are par for the course. That’s where hyperconverged infrastructure, or HCI, comes in.

Infrastructure 264

Infrastructure Storage Virtualization Network 264

Dynatrace

OCTOBER 13, 2021

Of course, this comes with all the benefits that Dynatrace is known for: the Davis® AI causation engine and entity model, automatic topology detection in Smartscape, auto-baselining, automated error detection, and much more. Understand Istio, the Kubernetes native service mesh.

Traffic 246

Traffic Monitoring Technology Technology 246

Percona

JUNE 14, 2023

From a technical standpoint, I think multi-threaded architecture is quite superior; the cost of process context switch is a lot more expensive than thread context switch. Should PostgreSQL become multi-threaded ? — Peter Zaitsev (@PeterZaitsev) June 12, 2023 I am very excited to see this discussion finally happening!

Architecture 145

Architecture Operating System Database Processing 145

Dynatrace

MAY 6, 2021

Increasingly, organizations are turning to observability solutions to get visibility into their dynamic container-based architectures and hybrid-cloud environments. But of course, there are metrics for which this assumption does not hold. While observing is critical, the real value comes with the capacity for predictive AIOps.

Games 244

Games Metrics Monitoring Cloud 244

Dynatrace

APRIL 19, 2024

Of course, development teams need to understand how their code behaves in production and whether any issues need to be fixed. Pre-built custom dashboards enable the team to share the hourly billing data with development teams, giving them insights into how architecture and design decisions drive costs.

AWS 264

AWS Analytics Cloud Monitoring 264

Dynatrace

SEPTEMBER 18, 2020

Cloud-based application architectures commonly leverage microservices. In response to this trend, open source communities birthed new companies like WSO2 (of course, industry giants like Google, IBM, Software AG, and Tibco are also competing for a piece of the API management cake).

Infrastructure 263

Infrastructure Latency Metrics Cloud 263

ACM Sigarch

APRIL 8, 2019

Computer architecture is an important and exciting field of computer science, which enables many other fields (eg. For those of us who pursued computer architecture as a career, this is well understood. In most curriculums, undergrad students do not have much exposure to computer architecture. Why is that? Lack of Exposure.

Architecture 74

Architecture Open Source Hardware Software Engineering 74

Dynatrace

FEBRUARY 15, 2023

Introducing Metrics on Grail Despite their many advantages, modern cloud-native architectures can result in scalability and fragmentation challenges. For more complex cloud-native architectures, adding more services and applications leads to a massive increase in the volume of collected traces.

Analytics 264

Analytics Social Media Metrics Design 264

DZone

SEPTEMBER 14, 2023

From an architectural perspective, the system should be able to undertake real-time analysis of various formats of logs, and of course, be scalable to support the huge and ever-enlarging data size.

Storage 133

Storage Architecture Analytics Scalability 133

Dynatrace

OCTOBER 13, 2019

But in today’s fast-changing technology world driven by IoT, microservice based architectures, mobile app integration, automation, and containerization, modern businesses are faced with API security issues more than ever. They are, of course, not a complete solution, as they can be intercepted like any other network traffic.

Monitoring 34

Monitoring IoT Tuning Traffic 34

Daniel Lemire

FEBRUARY 8, 2019

Of course, if d is not a power of two, 2 N / d cannot be represented as an integer. I believe that all optimizing C/C++ compilers know how to pull this trick and it is generally beneficial irrespective of the processor’s architecture. The idea is not novel and goes back to at least 1973 (Jacobsohn).

C++ 279

C++ Benchmarking Hardware Testing 279

Dynatrace

DECEMBER 18, 2020

At Dynatrace we live and breathe the concept of “Drink Your Own Champagne” (DYOC), so of course, I want to use Dynatrace to monitor my apps. App architecture. First, let’s explore the architecture of these apps: BizOpsConfigurator. But these are not your traditional apps; there’s nowhere to install OneAgent.

Analytics 200

Analytics Metrics IoT Monitoring 200

Dynatrace

MAY 1, 2020

Other distributions like Debian and Fedora are available as well, in addition to other software like VMware, NGINX, Docker, and, of course, Java. We anticipate massive growth in the popularity of this architecture in the coming quarters, driven additionally by companies’ push for cost reductions.

Java 182

Java Hardware Metrics Tuning 182

O'Reilly

DECEMBER 10, 2024

That definition is applicable to any discipline, including functional programming and (of course) architecture. Design patterns attempt to name for solutions to problems that you see every day; naming the solution allows you to talk about it.

C++ 102

C++ Design Google Games 102

Dynatrace

MAY 17, 2019

Especially in dynamic microservices architectures, distributed tracing is an essential component of efficient monitoring, application optimization, debugging, and troubleshooting. As the popularity of microservices architecture increases, many more teams are getting involved with the delivery of a single product feature.

Azure 191

Azure Open Source Transportation Programming 191

O'Reilly Software

FEBRUARY 11, 2020

Despite the drive in some quarters to make microservice architectures the default approach for software, I feel that due to their numerous challenges, adopting them still requires careful thought. They are an architectural approach, not the architectural approach. Where microservices don’t work well.

Architecture 144

Architecture Energy Games Technology 144

Dynatrace

APRIL 18, 2022

Dieter Landenahuf, a senior ACE Engineer at Dynatrace, built Jenkins pipelines for new microservice architectures by creating templates and copying, pasting, and modifying them slightly. Charting the course with Keptn. Limits of scripting for DevOps and SRE. Classic automation has limits.

Open Source 246

Open Source DevOps Cloud Metrics 246

Brendan Gregg

JULY 15, 2020

Sysperf provides balanced coverage of models, theory, architecture, observability tools (traditional and tracing), experimental tools, and tuning. The BPF tools book focuses on BPF tracing tools only, with brief summaries of architecture and traditional tools. Which book should you buy?

Systems 141

Systems Cloud Performance Tuning 141

Dynatrace

APRIL 15, 2021

Of course, much like the grapes, no two organizations are the same; how they adapted; how they took the challenge head-on; and how they changed their focus. Initially, there was an expectation that remote working would make this almost impossible, especially as teams were used to going into a room to whiteboard development and architecture.

Speed 241

Speed Media Monitoring Engineering 241