The Netflix TechBlog

OCTOBER 19, 2020

a Netflix member via Twitter This is an example of a question our on-call engineers need to answer to help resolve a member issue?—?which We needed to increase engineering productivity via distributed request tracing. That is the first question our engineering teams asked us when integrating the tracer library.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

Dynatrace

JULY 13, 2021

With the increasing adoption of agile software development, DevOps , progressive continuous delivery, and Site Reliability Engineering (SRE) practices, many companies are aiming to deliver better software faster and more safely while keeping up with customer demands. Following the evaluations, the results are logged in Dynatrace as events.

Cloud 242

Cloud DevOps Benchmarking Speed 242

Dynatrace

MARCH 30, 2023

In January and February, we spoke with a couple of the top influencers in government technology, including Jamie Holcombe , Chief Information Officer at the United State Patent and Trademark Office [USPTO]; and Dimitris Perdikou , Head of Engineering at the UK Home Office, Migration and Borders.

Social Media 174

Social Media Metrics Government Media 174

The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19. A general process.

Software Engineering 92

Software Engineering Engineering Software Software 92

Scalegrid

JULY 17, 2020

If you store each of the keys as columns, it will result in frequent DML operations – this can be difficult when your data set is large - for example, event tracking, analytics, tags, etc. JSONPath brings a powerful JSON query engine to PostgreSQL. In most cases, when you work with JSON in PostgreSQL, you should be using JSONB.

Storage 321

Storage Database Efficiency Processing 321

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

MAY 12, 2020

For one thing, you can rely on the Dynatrace Davis AI causation engine for effective monitoring (rather than manually checking dashboard tiles). Tags help you better segment, find, and understand the purpose of any dashboard. Tag : Filter for dashboards that have a specific tag.

Efficiency 181

Efficiency Monitoring Availability Engineering 181

Dynatrace

APRIL 16, 2021

Monitoring and observability are important topics for any developer, architect, or Site Reliability Engineer (SRE), and this holds true independent of the language or runtime of choice. The idea, and most of the content for this blog, comes from one of our Partners; Stephan Dannewitz , DevOps & Site Reliability Engineer at avodaq AG.

Monitoring 155

Monitoring Open Source Best Practices DevOps 155

Dynatrace

NOVEMBER 2, 2023

FinOps helps engineering, development, finance, and business teams meet critical key performance indicators (KPIs) and fulfill service-level agreements. It’s also important to provide training for engineers, developers, chief information officers, and any others as needed. There are some challenges with implementing FinOps.

Cloud 200

Cloud Strategy Retail Energy 200

Dynatrace

NOVEMBER 28, 2022

Saving your cloud operations and site reliability engineering teams hours of guesswork and manual tagging, the Davis AI engine analyzes billions of events in real time. Purpose built with low overhead to detect function with cold start. Built for enterprise scalability.

Lambda 229

Lambda AWS Serverless Latency 229

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. Dynatrace Davis is the causation-based AI engine that drives issue detection and root cause analysis in Dynatrace. Tag your host with demo: cpu_stress. Who needs to be alerted?

DevOps 185

DevOps C++ Serverless Processing 185

Dynatrace

OCTOBER 7, 2020

With this announcement, Dynatrace brings the value of its AI engine, the scale, security, and automation of Dynatrace OneAgent and the scale of our platform (which can handle 50,000 hosts) to open source technologies so that you get the best of both worlds. For example, StatsD doesn’t support dimensions and tagging.

Open Source 257

Open Source Metrics Analytics Tuning 257

The Netflix TechBlog

MARCH 10, 2021

Groups beyond software engineering teams are standing up their own systems and automation. This mapping can be generated through role tags that indicate which users/groups are allowed to retrieve credentials for the role, ConsoleMe’s Dynamic Configuration , or through an organization’s custom logic.

AWS 251

AWS Cloud Games Infrastructure 251

Dynatrace

MAY 4, 2020

Add value to the integration with Dynatrace entity tags for all Dynatrace entities in ServiceNow. Add value to the integration with Dynatrace entity tags. Until now, only information about host tags was passed from Dynatrace to ServiceNow. The tags are currently added to each ServiceNow configuration item (CI) comments field.

Monitoring 144

Monitoring Speed Processing Availability 144

Dynatrace

JANUARY 4, 2024

Another common impediment is manual data tagging and handling, an error-prone process that teams should minimize. It improves time management and event prioritization by helping developers, administrators, and site reliability engineers identify the alerts that matter most.

Government 204

Government Analytics Benchmarking Storage 204

Dynatrace

JULY 16, 2021

Many of our users are performance engineers using Cloud Automation Quality Gates to automate the analysis of their performance and load tests – saving hours of analysis time for each test they run. Tag a service with keptn_managed and keptn_service:<servicename> Quick Start: All it takes is to connect and tag your services.

DevOps 245

DevOps Open Source Cloud Azure 245

The Netflix TechBlog

NOVEMBER 11, 2022

By Vi Iyengar , Keila Fong , Hossein Taghavi , Andy Yao , Kelli Griggs , Boris Chen , Cristina Segalin , Apurva Kansara , Grace Tang , Billur Engin , Amir Ziai , James Ray , Jonathan Solorzano-Hamilton Welcome to the first post in our multi-part series on how Netflix is developing and using machine learning (ML) to help creators make better media?—?

Media 239

Media Virtualization Efficiency Innovation 239

Dynatrace

MARCH 28, 2023

Incident management with clearly defined responsibilities Site Reliability Engineers (SRE) are challenged not only to detect problems and identify the root cause quickly but also to remediate problems immediately. Metadata and tags can be assigned to dedicated parts of your environment, such as hosts, services, and Kubernetes objects.

Software 204

Software Software Monitoring Software Engineering 204

The Netflix TechBlog

OCTOBER 27, 2023

How Netflix’s Container Platform Connects Linux Kernel Panics to Kubernetes Pods By Kyle Anderson With a recent effort to reduce customer (engineers, not end users) pain on our container platform Titus , I started investigating “orphaned” pods.

Hardware 228

Hardware Cloud Google Servers 228

Dynatrace

NOVEMBER 29, 2021

For example, you can apply filters on different tag values by using a combination of AWS tags to identity Graviton2 versus x86 Lambda functions as shown below. You can easily analyze metrics, such as execution duration of Graviton2 and x86 instances, using the Dynatrace Data explorer. Dynatrace Data explorer. End-to-end visibility.

Lambda 218

Lambda AWS Serverless Metrics 218

Smashing Magazine

SEPTEMBER 22, 2021

Today, during his talk at Webexpo Prague 2021, Harry Roberts , a web performance consultant and front-end engineer, introduced a little helper that helps him spot common performance bottlenecks easily. In his session, Get Your Head Straight , Harry explains what exactly makes good or bad <head> tags. Large preview ).

Performance 115

Performance Website Engineering Design 115

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. We then codify this prefix as a Redis hash tag. Over the past 2.5

Latency 212

Latency Systems Media Serverless 212

Dynatrace

APRIL 7, 2023

It also baselines the performance of an application under load, including response times, error rates, and behavior.

Lambda 220

Lambda AWS Serverless Latency 220

The Netflix TechBlog

JANUARY 25, 2023

Annotations Sometimes people describe annotations as tags but that is a limited definition. Different types of search queries are supported using the Elasticsearch as a backend search engine. In Marken, an annotation is a piece of metadata which can be attached to an object from any domain.

Scalability 283

Scalability Latency Media Architecture 283

Dynatrace

APRIL 8, 2022

Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. For example, you can count specific error or alert events and chart them, create Service Level Indicators for SLO tracking, or feed the events back to the Dynatrace Davis AI-engine for refined root-cause analysis.

Metrics 184

Metrics Analytics Software Architecture Open Source 184

The Netflix TechBlog

APRIL 27, 2023

Engineers want their alerting system to be realtime, reliable, and actionable. A few years ago, we were paged by our SRE team due to our Metrics Alerting System falling behind — critical application health alerts reached engineers 45 minutes late! It opens doors to support more exciting use-cases.

Storage 288

Storage Cache Metrics Database 288

Dynatrace

MARCH 2, 2022

A series of such actions can be combined into a GitHub workflow that can be triggered whenever new code is committed or when a new release tag is pushed to a repository. In case of an incident, the Davis AIOps engine automatically picks up the metric and identifies the deployment event as the root cause of the issue.

Open Source 230

Open Source DevOps Metrics Monitoring 230

Smashing Magazine

OCTOBER 24, 2023

All of that is dumped on any given page in one fell swoop courtesy of Google Tag Manager (GTM), which allows us to deploy and run scripts without having to go through the pain of re-deploying the entire site. I mean, this is stuff for back-end engineers, right? Bend Google Tag Manager To Your Will Or any tag manager, for that matter.

Google 90

Google Analytics Traffic Metrics 90

Dynatrace

OCTOBER 4, 2022

Typically, an admin has to invest significant time into creating one-off scripts, tags, and indexes. Dynatrace built and optimized it for Davis® AI, the game-changing Dynatrace artificial intelligence engine that processes billions of dependencies in the blink of an eye. Teams have introduced workarounds to reduce storage costs.

Analytics 239

Analytics Artificial Intelligence Storage Serverless 239

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. Enrich Dynatrace Runtime Application Protection with related Microsoft Defender 365 Alerts.

Analytics 147

Analytics Cloud Software Software 147

Dynatrace

FEBRUARY 8, 2021

Observability-only solutions often require manual tagging to define relationships between different components and their data points. We now also provide out-of-the-box support for the most widely used open-source log data frameworks, including Fluentd and Logstash and open up the AI-engine for any log or event data.

Cloud 261

Cloud Azure Analytics Open Source 261

Dynatrace

MAY 27, 2022

This automatic analysis enables engineers to spend more time innovating and improving business operations. Logs show when Linux servers were restarted, and operations engineers can dig into the steps that started the process. Additionally, the engineers can drill down into the ServiceNow alert to see how long it took to fix issues.

Artificial Intelligence 191

Artificial Intelligence Innovation Servers Database 191

Official Blog - World Web Technology

JUNE 28, 2023

WordPress is SEO-Friendly Search engine optimization is the most preferred digital marketing approach to drive genuine traffic and organic leads to your website. You can optimize your website as per the guidelines of search engines. Eventually, you will find good traffic and good rankings on search engines.

Website 52

Website Social Media Media Traffic 52

Dynatrace

APRIL 8, 2022

Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. For example, you can count specific error or alert events and chart them, create Service Level Indicators for SLO tracking, or feed the events back to the Dynatrace Davis AI-engine for refined root-cause analysis.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

Dynatrace

JULY 30, 2021

I want to say THANKS to the first 30 attendees that made it through our labs, providing valuable feedback that allows us to bring the workshop to the next batch of Cloud Automation engineers. All it takes is putting two tags ( keptn_managed and keptn_service ) on the monitored Dynatrace service we want to enable a quality gate for.

Cloud 214

Cloud DevOps Azure Virtualization 214

KeyCDN

DECEMBER 12, 2019

When websites have more than one URL, they rank lower in search engines and their content may not be as accessible or as popular as it otherwise could be. As you can see, the most common application of canonicalization is in the world of search engine optimization. What is a canonical tag?

Website 73

Website Traffic Ecommerce Google 73

High Scalability

JULY 18, 2022

Close is building the sales communication platform of the future and we're looking for a Site Reliability Engineer to help us accomplish that goal. Wynter is looking for system administrators, engineers, and developers to join its research panel. Participate in research surveys, get paid ($90-$180/hr) for your feedback and comments.

Education 100

Education DevOps Infrastructure Scalability 100