The Netflix TechBlog

JULY 30, 2019

Instead, we use a wrapper that pulls in the latest version of Conductor and adds Netflix infrastructure components and libraries before deployment. Adoption As of writing this blog, Conductor orchestrates 600+ workflow definitions owned by 50+ teams across Netflix. and a brief introduction to Conductor API, UI and other modules.

Lambda 189

Lambda Media Open Source Metrics 189

Dynatrace

DECEMBER 2, 2021

To get a better handle on this, let’s start with some definitions. SLOs can be a great way for DevOps and infrastructure teams to use data and performance expectations to make decisions, such as whether to release, and where engineers should focus their time. What are SLAs, SLOs, SLIs, and error budgets? Promote automation.

Metrics 184

Metrics Best Practices DevOps Infrastructure 184

Dynatrace

MAY 17, 2023

But its underlying goal is quite humble and straightforward: it wants to enable you to observe an IT system (for example, a web application, infrastructure, or services) and gain insight to its behavior, such as performance, error rates, hot spots of executed instructions in code, and more.

Metrics 174

Metrics Open Source Traffic Cache 174

The Netflix TechBlog

MARCH 2, 2021

Together with data analytics and data engineering, we comprise the larger, centralized Data Science and Engineering group. We talked to scientists from areas like Payments & Partnerships, Content & Marketing Analytics Research, Content Valuation, Customer Service, Product Innovation, and Studio Production.

Analytics 207

Analytics C++ Innovation Engineering 207

All Things Distributed

DECEMBER 1, 2016

I was joined by 32,000 James Bonds at the conference today from all around the world, and we introduced new services focused on accelerating this transformation across development, testing and operations, data and analytics, and computation itself. Transformation in Development, Testing, & Operations.

AWS 162

AWS Development Lambda Open Source 162

Dynatrace

JANUARY 12, 2022

We’ve introduced brand-new analytics capabilities by building on top of existing features for messaging systems. Start your free trial today for best-in-class APM, infrastructure monitoring, and AIOps, all in a single solution. This is great! – DevOps Engineer, large healthcare company. New to Dynatrace?

Analytics 180

Analytics Systems DevOps Healthcare 180

Smashing Magazine

DECEMBER 19, 2021

There are many ways of measuring your Core Web Vitals , but the definitive way — even if it’s not the best way, as we’ll see soon — is in Google Search Console (GSC). We’d noticed in Google Analytics a lot of traffic from India to old articles — could that be an issue? We had questions but no answers or solutions.

Google 143

Google Traffic Mobile Website 143

Dynatrace

OCTOBER 4, 2022

Grail needs to support security data as well as business analytics data and use cases. With that in mind, Grail needs to achieve three main goals with minimal impact to cost: Cope with and manage an enormous amount of data —both on ingest and analytics. High-performance analytics—no indexing required. Start using Grail now.

Artificial Intelligence 261

Artificial Intelligence Analytics Storage Architecture 261

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. They enable IT teams to identify and address the precise cause of application and infrastructure issues.

Analytics 180

Analytics Infrastructure Storage Efficiency 180

O'Reilly Software

OCTOBER 23, 2018

This is my tailored view of it; others will have different definitions. Notice that in this definition, the role of the architect and technology strategist is not to merely serve the business but to play together. This document, the architecture definition , serves as the technologist's answer to the blueprint. Contain entropy.

Strategy 100

Strategy Architecture Technology Technology 100

All Things Distributed

DECEMBER 20, 2017

Anyone who wants to further develop his business digitally can't do that today without at the same time thinking about which IT infrastructure, which software and which algorithms he needs in order to achieve his plans. This is done through software and IT services that are delivered through software APIs.

Artificial Intelligence 79

Artificial Intelligence Social Media Logistics AWS 79

Dynatrace

MAY 17, 2022

To solve this problem , Dynatrace offers a fully automated approach to infrastructure and application observability including Kubernetes control plane, deployments, pods, nodes, and a wide array of cloud-native technologies. None of this complexity is exposed to application and infrastructure teams.

Availability 309

Availability Scalability Cloud Metrics 309

Apica

NOVEMBER 15, 2019

Support for capacity planning, including “prescale clustering” –The Cloud, by definition, has no capacity limit, and many organizations rely on dynamic scaling to address usage spikes. Users should also be able to access code directly for advanced scripting, not only via the GUI.

Performance Testing 40

Performance Testing Testing Performance Games 40

Dotcom-Montior

DECEMBER 8, 2021

ITSM is one of the practices of the Information Technology Infrastructure Library, or ITIL. By ITIL definition, the service desk may take the form of incident resolution or service requests, but whatever the case, the primary goal of the service desk to provide quick and efficient service. It is much more than just IT support.

Social Media 90

Social Media Monitoring Latency DevOps 90

Dynatrace

FEBRUARY 16, 2023

There are many definitions of environmental sustainability, most of which converge on a common theme: collectively and individually, we have a responsibility to act to protect global ecosystems and support health and wellbeing, now and in the future. Sustainability seeks a balance between human activity and the natural world.

Energy 179

Energy Airlines Analytics Transportation 179

The Netflix TechBlog

JULY 26, 2021

The paradigm spans across methods, tools, and technologies and is usually defined in contrast to analytical reporting and predictive modeling which are more strategic (vs. Operational Reporting Pipeline Example Iceberg Sink Apache Iceberg is an open source table format for huge analytics datasets. tactical) in nature.

Big Data 253

Big Data Government Analytics Processing 253

Dynatrace

JULY 11, 2023

Red Hat OpenShift monitoring with Dynatrace stands out due to the following key aspects: Infrastructure health monitoring and optimization: Assess the status of your infrastructure at a glance, understand resource consumption, optimize resource allocation for cost-efficiency, and track software versions running within the Kubernetes environment.

Architecture 164

Architecture Availability Infrastructure Metrics 164

Dynatrace

OCTOBER 4, 2022

This data lands in its original, raw form without requiring schema definition. The result is a framework that offers a single source of truth and enables companies to make the most of advanced analytics capabilities simultaneously. Support diverse analytics workloads. Therefore, it contains all of an organization’s data.

Artificial Intelligence 201

Artificial Intelligence Analytics Storage Government 201

Dynatrace

NOVEMBER 24, 2021

The success of an organization often depends on the quality of the on-premises or physical IT infrastructure, among other things. Constantly monitoring infrastructure health state and making ongoing optimizations are essential for Ops teams, SREs (site-reliability engineers), and IT admins. Dynatrace news. ” What’s next.

Network 203

Network Infrastructure Virtualization Metrics 203

Dynatrace

DECEMBER 2, 2021

On the Service-level objectives page, the Actions > Edit SLO entry has been renamed SLO definition. It opens the corresponding SLO on the Service-level objective definitions page, where you can view or edit the SLO definition (depending on your permissions). Infrastructure Monitoring. Dynatrace API.

Lambda 186

Lambda Azure Metrics Monitoring 186

The Netflix TechBlog

DECEMBER 3, 2022

Workflow Definitions Below you can see a typical file structure of a sample workflow package written in SparkSQL. ??? In every sample workflow package there are three workflow definition files that work together to provide flexible functionality. See an example high water mark job from the main workflow definition. -

Best Practices 358

Best Practices Code Testing Data Engineering 358

Dynatrace

AUGUST 21, 2023

Like the tree in the forest, the microservice falling definitely made a sound. Challenges of adopting OpenTelemetry The first challenge is that OpenTelemetry only gathers and processes data—it has no back end, no storage, and no analytics. Or what its falling could mean for all the other services that interact with it.

Open Source 189

Open Source Analytics Lambda Metrics 189

All Things Distributed

DECEMBER 5, 2010

DNS is an absolutely critical piece of the internet infrastructure. Authoritative servers hold the definitive mappings. Driving down the cost of Big-Data analytics. Domain registrars are the commercial interface between the DNS registries and those wishing to manage their own namespace. No Server Required - Jekyll & Amazon S3.

Cloud 117

Cloud Internet Internet AWS 117

Dynatrace

MARCH 18, 2021

Whilst the marketing team initially argued they had Google Analytics to understand the impact of an email campaign, Mark’s team could add value by coupling this data with wider DevOps metrics such as real user data. Where is the definitive line of BizDevOps?” Security integration. Why stop at your own virtual walls? Mark asks. “To

DevOps 205

DevOps Metrics Virtualization Strategy 205

Dynatrace

APRIL 8, 2021

Some may monitor web apps, others might be more focused on infrastructure and Kubernetes, and there might even be a separate monitoring tool for native-mobile apps. “You might be asking yourself, ‘Could this be from the underlying infrastructure? And those are just the tools for monitoring the tech stack.

Mobile 168

Mobile Monitoring Analytics Google 168

Dynatrace

DECEMBER 9, 2020

We are moving from static to very dynamic infrastructure and applications. We’re happy to announce that Dynatrace now provides guidance and templates for setting up Service-Level Objectives (SLOs) with the right metrics, gives you all the facts, and combines this with the powerful analytics of problem root-cause detection.

Metrics 148

Metrics Engineering Google Monitoring 148

The Netflix TechBlog

JANUARY 10, 2024

Since then, the video pipeline has undergone substantial improvements and broad expansions: Starting with Standard Dynamic Range (SDR) at Standard-Definitions , we expanded the encoding pipeline to 4K and High Dynamic Range (HDR) which enabled support for our premium offering.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

APRIL 21, 2022

You can now enable a burn rate visualization during SLO creation either from the SLO wizard or from Service-level objective definitions by enabling Burn rate visualization enabled. Burn rate visualization for service-level objectives. APM-360446). Corrected discrepancy in DDUs consumed that was displayed on consumption page. APM-361736).

Azure 209

Azure Metrics AWS Monitoring 209

O'Reilly

NOVEMBER 28, 2023

Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. of users) report that “infrastructure issues” are an issue. We’ll say more about this later.) of nonusers, 5.4%

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

Dynatrace

MARCH 18, 2021

Whilst the marketing team initially argued they had Google Analytics to understand the impact of an email campaign, Mark’s team could add value by coupling this data with wider DevOps metrics such as real user data. Where is the definitive line of BizDevOps?” Security integration. Why stop at your own virtual walls? Mark asks. “To

DevOps 130

DevOps Metrics Virtualization Strategy 130

Dynatrace

OCTOBER 28, 2020

This means that your entire IT infrastructure can be monitored within minutes. The all-in-one Dynatrace platform delivers precise answers about the performance of your applications, their underlying infrastructure, and the experience of your end users. And even Digital business analytics. You name it, and we have it!

Monitoring 144

Monitoring Systems Infrastructure Cloud 144

Dynatrace

DECEMBER 20, 2019

For those AppMon customers who are still investigating the tremendous value that the Dynatrace software intelligence platform provides, consider the following excerpts from customers like you after making the switch from AppMon to Dynatrace: “As a large traditional bank, we have a real convoluted IT infrastructure.

Infrastructure 133

Infrastructure Government Cloud Monitoring 133

Dynatrace

OCTOBER 4, 2021

An application programming interface (API) is a set of definitions and protocols for building and integrating application software that enables your product to communicate with other products and services. When choosing an API monitoring tool, keep in mind that not all have the same breadth of functionality or depth of analytic capabilities.

Monitoring 171

Monitoring Latency Metrics Availability 171

Dynatrace

JUNE 1, 2021

.” The Gartner Magic Quadrant for Application Performance Monitoring , a leading industry report on APM, provides a clear definition of APM’s core capabilities as they have matured. Automatic discovery and mapping of application and its infrastructure components to maintain real-time awareness in dynamic environments.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

Dynatrace

JUNE 25, 2021

Also, if different monitoring/observability tools were used in a service infrastructure, different trace ID formats would cause any trace to break if it passed through a system using another format. The overall fallacy in this assumption becomes obvious when you look at the definitions of the terms. The same can be said for “observing.”

Open Source 195

Open Source Monitoring Google Systems 195

O'Reilly

MAY 19, 2020

O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. It is less concerned with formal definitions 2 and captures the point-in-time totality of cloud adoption. All told, we received 1,283 responses.

Cloud 141

Cloud Serverless AWS Architecture 141

Dotcom-Montior

NOVEMBER 24, 2021

By definition, a distributed system is any system that comprises of multiple components on variety of machines that work together to appear as a single, organized system. Although the definition may seem straightforward, in the real-world, a distributed system is one of the most complex environments to understand, manage, and monitor.

Systems 74

Systems Monitoring Hardware Network 74