The Netflix TechBlog

SEPTEMBER 29, 2022

years, its usage has increased, and Timestone is now also the priority queueing engine backing Conductor , our general-purpose workflow orchestration engine, and BDP Scheduler , the scheduler for large-scale data pipelines. All in all, millions of critical workflows within Netflix now flow through Timestone on a daily basis.

Latency 212

Latency Systems Media Serverless 212

The Netflix TechBlog

AUGUST 10, 2022

But in this instance, the open development framework of the game engine itself, as well as its central place in Virtual Production workflows, offered another compelling solution. It enhances efficiency in complex interconnected workflows by looking across multiple components, roles and responsibilities and reporting on the system as a whole.

Virtualization 239

Virtualization Engineering Games C++ 239

Dynatrace

JULY 29, 2021

Relying solely on traditional analysis methods like tagging and data correlation to answer such questions is inadequate when an IT landscape isn’t properly represented in a data model or when the cause-and-effect chain of services remains unclear.

Analytics 246

Analytics Open Source Serverless Architecture 246

Dynatrace

AUGUST 16, 2021

Since becoming General Availability in the fall of 2019 , GitHub Actions has helped teams automate continuous integration and continuous delivery (CI/CD) workflows for code builds, tests, and deployments. The example below demonstrates: Dynatrace automatically added tags created from Kubernetes labels. Kubernetes pod attributes.

Software 246

Software Software Open Source Azure 246

Dynatrace

MARCH 28, 2023

Metadata and tags can be assigned to dedicated parts of your environment, such as hosts, services, and Kubernetes objects. Without losing valuable time-to-restore, targeted notifications can be sent via the Dynatrace AutomationEngine and workflow actions to get one step closer to software that works perfectly.

Software 199

Software Software Monitoring Software Engineering 199

The Netflix TechBlog

OCTOBER 27, 2021

The Metaflow GUI allows data scientists to monitor their workflows in real-time, track experiments, and see detailed logs and results for every executed task. It allows data scientists to define ML workflows, test them locally, scale-out to the cloud, and deploy to production in idiomatic Python code.

Open Source 222

Open Source Monitoring Scalability Code 222

Dynatrace

OCTOBER 17, 2023

Teams get bogged down manually tagging data, reacting to alert storms, switching between disconnected dashboards, tediously trying to restore and correlate observability data from an archive, or interpreting incomplete data because of sampling or lack of retention.

Monitoring 225

Monitoring Artificial Intelligence Performance Analytics 225

Dynatrace

MARCH 19, 2020

Easily manage environments by tagging, sorting, and filtering. To make discoverability and referencing environments more flexible, the new API supports tagging. You can use tags to enrich the details of your environments, so you can attach custom properties to your environment that can be used to filter search results.

Monitoring 169

Monitoring Tuning Availability Design 169

Dynatrace

NOVEMBER 11, 2022

For example, Dynatrace organizes entities into management zones and can tag them with important information, such as the owner and environment. It can trigger automated workflows to resolve known issues. Tag your host with demo: cpu_stress. How does the organization begin triaging and fixing the issue? Who needs to be alerted?

DevOps 181

DevOps C++ Serverless Processing 181

Dynatrace

MAY 27, 2022

The combination of Dynatrace, ServiceNow workflows, and the Ansible automation platform can proactively self-heal countless workflows and critical outages. In the event of an outage or slowdown, Dynatrace generates a ticket in ServiceNow, which manages the workflow. “We can kind of see before things happen.”

Artificial Intelligence 186

Artificial Intelligence Innovation Servers Database 186

Dynatrace

JUNE 19, 2020

This version 2 API helps you integrate Dynatrace context information into all kinds of automation workflows, from cloud migration projects, through deployment pipelines, and CI tool chains. Say you want to get the tags for each process. Simply add fields=+tags to your API call.

Monitoring 151

Monitoring Efficiency Processing Architecture 151

Dynatrace

DECEMBER 23, 2020

Now we’ve broadly expanded this API to cover both mobile and web applications, allowing you to easily automate configuration changes and integrate with other workflows and data flows in the Dynatrace Software Intelligence Platform. JavaScript tag injection settings (web) : Configure injection-related settings such as cache settings.

Monitoring 208

Monitoring Mobile Cache Testing 208

Dynatrace

JULY 27, 2020

The BizOps Configurator utilizes smart tagging which makes finding the right dashboard at the right time a breeze. After selecting New Flow Deploy, I then select my Presona, Usecase and Workflow. Select the User Journey Workflow. Dynatrace tags were smartly deployed, making it easy to locate my User Journey Dashboard.

Analytics 170

Analytics Artificial Intelligence Metrics Design 170

Dynatrace

FEBRUARY 28, 2023

This additional context allows DevSecOps analysts to quickly triage incidents using vulnerability type, source IP, exploited URLs, management zone, and tags. Supported by Dynatrace Notebooks for advanced, ad-hoc analytics and AutomationEngine to define complex remediation or alerting workflows.

Analytics 147

Analytics Cloud Software Software 147

The Netflix TechBlog

JANUARY 25, 2023

Annotations Sometimes people describe annotations as tags but that is a limited definition. creators of promotional media (aka trailers, banner images) to improve their workflows. Our team, Asset Management Platform, decided to create a generic service called Marken which allows any microservice at Netflix to annotate their entity.

Scalability 283

Scalability Latency Media Architecture 283

The Netflix TechBlog

FEBRUARY 14, 2020

Assisted Artwork Generation Workflow The artwork generation process involves several steps, starting with the arrival of the video source files and culminating in generated artwork being made available to producers. We use an open source workflow engine Netflix Conductor to run the orchestration.

Design 182

Design Open Source C++ Availability 182

Dynatrace

DECEMBER 6, 2022

Using scripting tags, feature flags work without having to deploy new code. Because of their flexibility, feature flags have become a staple practice for CI/CD workflows. Watch “Feature flagging done right with OpenFeature and Dynatrace”. What are feature flags? What is the OpenFeature initiative?

Open Source 207

Open Source DevOps Java Code 207

Dynatrace

APRIL 25, 2023

“I could, for example, fetch a list of whole studies based on a specific tag or filter,” he explains. . “If the data is not there, we built an easy way for you to fetch external data and then integrate that into your explorative journey,” says Schumacher. ’ It could be basically anything,” says Schumacher.

Analytics 200

Analytics Big Data Media Operating System 200

Percona Community

APRIL 24, 2022

However, the usual Git workflow neglects the database. With Liquibase Data we’re bringing git to the database so you can easily version containerized databases, share changes with team members, store versions in remote locations, and tag versions.

Database 52

Database Software Software Development 52

Dynatrace

JULY 31, 2020

The improved filter bar allows you to search for workloads by name, tags, or technology. We’re continuously improving our Diagnostic tools capabilities and workflows and are currently working on improving the Top database statements , Top Web requests , and Exception analysis views. Whats next?

Monitoring 231

Monitoring Performance Java Processing 231

Dynatrace

APRIL 5, 2021

Since cost will surely be a consideration when an organization chooses how best to apply Azure Functions, it’s important to closely examine what you plan to use it for and whether the convenience warrants the price tag. Azure Functions is also not recommended for infrequent, time-sensitive tasks.

Azure 137

Azure Serverless IoT Lambda 137

CSS Wizardry

NOVEMBER 3, 2020

So many false starts, tedious workflows, and a complete lack of efficiency really made it difficult for me to find momentum. Given that render blocking resources reside in the head of the document, this implies differing head tags on that page. Or, perhaps a more extreme scenario is that it has entirely different head tags?

Speed 292

Speed Ecommerce Metrics Analytics 292

CSS Wizardry

AUGUST 24, 2022

If you aren’t already, you should totally make User Timings a part of your day-to-day workflow. Working this way allows us to measure only the things we’re actively modifying, and make sure we’re headed in the right direction. On a similar note, I am obsessed with head. Like, obsessed.

Benchmarking 212

Benchmarking Metrics Cache Network 212

Dynatrace

FEBRUARY 1, 2020

Modern web applications rely heavily on Content Delivery Networks (CDNs) and 3rd-party integrations (for example, web analytics, tag managers, chat bots, A/B testing tools, ad providers, and more). In the latest release of Dynatrace, we’ve added a new error workflow that allows you to: See and quantify HTTP errors.

Tuning 186

Tuning Monitoring Network Best Practices 186

Dynatrace

MARCH 10, 2020

The Configuration API offers you the opportunity to integrate and manage your monitoring configurations, such as management zones, rule-based tags, and application detection. Here’s a sample workflow that makes use of this approach: View a sample Ansible script that implements this flow in our Github repository.

Cloud 205

Cloud Monitoring Innovation Code 205

Smashing Magazine

AUGUST 25, 2022

Can I use the <video> tag? It features a number of advantages to just using a static video in the <video> tag. Your videos are automatically encoded and streamed from any cloud folder — and with native support for AWS S3, Google Cloud and Azure, imgix can fit seamlessly into your existing workflow.

Media 106

Media Speed Network Analytics 106

The Morning Paper

JULY 7, 2019

For simplicity the view in Figure 1 is linear, however, machine learning workflows are highly non-linear and contain several feedback loops. Models have a provenance tag explaining which data it has been trained on and which version of the model was used.

Software Engineering 92

Software Engineering Engineering Software Software 92

Tim Kadlec

MARCH 18, 2020

It’s important to introduce some friction in our workflow to help prevent the wrong actions. A lot of modern workflow improvements have been around removing friction. Tag management enables folks to very quickly add another third-party service. I work by myself in a small office. During install.

Processing 128

Processing Code Availability Performance 128

Dynatrace

DECEMBER 18, 2020

Agentless RUM allows you to monitor your front-end apps by simply pasting a JavaScript tag into your code. We were also able to give recommendations to our product management team on where an out-of-the-box workflow might provide value. Interestingly, there were significant differences between customer and internal (e.g.

Analytics 136

Analytics Metrics IoT Monitoring 136

Speed Curve

JUNE 4, 2023

Insert the script into your synthetic test settings You can add a script to any URL in your synthetic settings by opening up the site, and then clicking the tag icon to the right of the URL. We hope that Recipes help make your testing workflow easier, so you have more time to focus on making your pages faster. Questions or feedback?

Testing 52

Testing Cache Metrics Processing 52

Dynatrace

SEPTEMBER 23, 2021

Once you have correctly identified priorities and removed false positives, container security becomes a workflow and execution problem. To make this process efficient, Dynatrace: Automatically identifies which of your developers is responsible to remediate each vulnerability, based on tags that you configure.

Open Source 250

Open Source Benchmarking Best Practices Network 250

Smashing Magazine

JUNE 9, 2022

Frontend build tooling is crucial to the workflow of the modern frontend developer for a host of reasons classified under improved developer and user experiences. One is with a script tag referencing a JavaScript file, and the other is to write your JavaScript directly in the HTML inside script tags. <script

Code 109

Code Processing Cache Development 109

Smashing Magazine

NOVEMBER 17, 2022

percent of pages contain at least one <img> tag, and 99.9 According to the analysis carried out in the performance section of Web Almanac , the img tag represents 42% of the LCP elements of websites, while 71-79% of the pages have an image as an LCP element, because they can also be applied as background using CSS.

Media 105

Media Cache Website Mobile 105

Dynatrace

NOVEMBER 5, 2019

User analysis – Adding a JavaScript tag into the applications front end pages enables the collection of front-end load times of the applications. Our DEM offering also includes: Synthetics – Run browser-based workflow tests from multiple geographic locations for scoring availability of your applications before end-users experience issues.

Azure 137

Azure Artificial Intelligence Metrics Innovation 137

KeyCDN

DECEMBER 6, 2018

Repository Git repositories hold all of your project’s files including branches, tags and commits. Tags Tags provide a way to keep track of important commits. Tags Tags provide a way to keep track of important commits. Lightweight tags simply serve as pointers while annotated tags get stored as full objects.

Best Practices 58

Best Practices Open Source Cache Systems 58

Smashing Magazine

AUGUST 23, 2019

Unfortunately, you can’t tell an img tag in an attribute how much of the image should be loaded at what time. First of all, we define an img tag, to which we give the just evaluated byte position: <img data-src="progressive.jpg" data-bytes="<?= We use this URL as src for our img tag. Later, at a time defined by us (e.g.

Network 103

Network Servers Programming Code 103

Dynatrace

APRIL 23, 2019

Dynatrace looks at meta data like technology type (Java,NET, PHP, …), the platform (Tomcat, Kubernetes, OpenShift, …), container details (image, tags, …) as well as class names, service names, … in order to come up with a meaningful name to display to the user. The API allows you to work on problems in your own tools, e.g:

Artificial Intelligence 111

Artificial Intelligence Mobile Java Processing 111