Dynatrace

JUNE 6, 2023

Moreover, the average proportion of the technology stack into which organizations have end-to-end observability is 9%. They explore how DevOps’ core principles and terminology are evolving with digital transformation and offer ways for organizations to adapt to the changing DevOps landscape.

DevOps 168

DevOps Engineering Innovation Best Practices 168

Dynatrace

DECEMBER 16, 2022

Without a platform built on open standards, however, organizations can get stuck managing legacy approaches that can’t flex and adapt. Instead, organizations should place primacy on using open technologies rather than legacy, custom-built ones. What is an open platform, and why do organizations need them?

Innovation 206

Innovation Software Software Cloud 206

Dynatrace

FEBRUARY 9, 2023

While the list of benefits of using Kubernetes for managing containers is numerous, the list of details one must learn to use Kubernetes is even longer. While the list of benefits of using Kubernetes for managing containers is numerous, the list of details one must learn to use Kubernetes is even longer.

Open Source 195

Open Source Metrics Monitoring Technology 195

Dynatrace

MAY 4, 2022

A new ESG report explores these trends to shine a light on how prevalent these challenges are and how organizations are dealing with them. As part of its Distributed Cloud research series , the Enterprise Strategy Group (ESG) surveyed 387 North American IT professionals responsible for managing application infrastructure.

Cloud 191

Cloud DevOps Strategy Monitoring 191

Dynatrace

JUNE 8, 2021

Observability is a topic at the top of mind for all architects, Site Reliability Engineers (SREs), and more – each wanting to use observability to proactively detect issues and guarantee the best experience and availability to users. This post was co-authored by Jean-Louis Lormeau, Digital Performance Architect at Dynatrace. .

Metrics 173

Metrics Tuning Programming Systems 173

The Netflix TechBlog

NOVEMBER 9, 2021

The Android launch leveraged the open-source software decoder dav1d built by the VideoLAN, VLC, and FFmpeg communities and sponsored by AOMedia. Netflix is proud to be a founding member of AOMedia and a key contributor to the development of AV1. The specification of AV1 was published in 2018. Netflix serves movies and TV shows.

Media 246

Media Open Source Efficiency Software Engineering 246

The Netflix TechBlog

OCTOBER 7, 2021

Application version adoption over time for a staged rollout This chart represents a counter metric, which exhibits version adoption over the duration of a staged rollout. By Minal Mishra Quality of a client application is of paramount importance to global digital products, as it is the primary way customers interact with a brand.

Metrics 197

Metrics Mobile Testing Strategy 197

Dynatrace

FEBRUARY 15, 2023

IT leaders know that managing cloud environments through traditional manual monitoring practices will no longer suffice. With the Dynatrace modern observability platform, teams can now use intuitive, low-code/no-code toolsets and causal AI to extend answer-driven automation for business, development and security workflows.

Code 221

Code DevOps Cloud Analytics 221

Dynatrace

JUNE 13, 2022

They can develop software applications rapidly and gain access to extensible cloud resources without having to sink costs into IT plumbing or managing this infrastructure themselves. This guide explores the impact of identifying vulnerabilities in development and in runtime. Resilience in a world of chaotic cyberattacks.

Open Source 229

Open Source DevOps Java Innovation 229

Dynatrace

MAY 4, 2021

Today’s highly complex microservices environments require IT operations and SRE teams to observe each service and transaction end-to-end. Any observability blind spot imposes a risk, potentially increasing the time it takes to identify the root cause of a problem and address it. Dynatrace news. TL;DR summary. Detailed use case.

Cloud 265

Cloud Java Tuning Monitoring 265

Dynatrace

DECEMBER 6, 2022

In what follows, we explore the benefits and challenges of digital transformation, the key drivers, and how organizations can ensure a successful digital transformation journey. As a result, digital transformation requires modernization and change management so employees can embrace digitization. So, what is digital transformation?

Strategy 204

Strategy Artificial Intelligence Innovation Healthcare 204

The Netflix TechBlog

OCTOBER 18, 2019

The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc., Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019.

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

The Netflix TechBlog

OCTOBER 18, 2019

The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc., Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019.

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

Dynatrace

DECEMBER 20, 2021

We’ll explore both those questions and how can you use session replay to improve user engagement and outcomes. Understanding what your users are experiencing as they interact with your online services can have a profound effect on conversion rates and revenue. But what is session replay? And why isn’t statistical analysis enough?

Mobile 254

Mobile Website Analytics Cache 254

Dynatrace

FEBRUARY 28, 2024

Dynatrace Grail, Notebooks, Dashboards, and multiple AI techniques combine to provide analysts with instant insights, as demonstrated by Thomas Ziegelbecker, a senior product manager at Dynatrace, and his colleagues Peter Zahrer, principal product manager, and Gabriele Hasson-Birkenmayer, senior product manager at the recent Perform 2024 conference.

Analytics 219

Analytics Metrics Media Monitoring 219

The Netflix TechBlog

NOVEMBER 22, 2019

December 2 1pm-2pm CMP 326-R Capacity Management Made Easy with Amazon EC2 Auto Scaling Vadim Filanovsky , Senior Performance Engineer & Anoop Kapoor, AWS Abstract :Amazon EC2 Auto Scaling offers a hands-free capacity management experience to help customers maintain a healthy fleet, improve application availability, and reduce costs.

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

December 2 1pm-2pm CMP 326-R Capacity Management Made Easy with Amazon EC2 Auto Scaling Vadim Filanovsky , Senior Performance Engineer & Anoop Kapoor, AWS Abstract :Amazon EC2 Auto Scaling offers a hands-free capacity management experience to help customers maintain a healthy fleet, improve application availability, and reduce costs.

AWS 100

AWS Entertainment Open Source Benchmarking 100

CSS - Tricks

JULY 25, 2019

Lighthouse records metrics from the browser, applies a scoring model to them, and presents an overall performance score. Guidelines for improvement are suggested based on how specific metrics score. We use Calibre here on CSS-Tricks to keep an eye on things. Recommended! PageSpeed 5.0 is a complete overhaul of previous editions.

Google 71

Google Engineering Speed Mobile 71

Dynatrace

OCTOBER 6, 2023

Grail: Enterprise-ready data lakehouse Grail, the Dynatrace causational data lakehouse, was explicitly designed for observability and security data, with artificial intelligence integrated into its foundation. Utilizing built-in mechanisms and customizing organization-specific policies maximizes the benefits of Grail capabilities.

Artificial Intelligence 269

Artificial Intelligence Analytics Metrics Storage 269

Dynatrace

NOVEMBER 7, 2023

Kubernetes, known as the “platform for building platforms,” has broad adoption among enterprise organizations in running, managing, and orchestrating containerized environments at scale. The ability to effectively manage multi-cluster infrastructure is critical to consistent and scalable service delivery.

Engineering 283

Engineering DevOps Best Practices Infrastructure 283

Dynatrace

DECEMBER 13, 2023

However, with these benefits come complexities in terms of cloud management, Kubernetes observability, and automation, making it imperative for enterprises to address these intricacies to enhance reliability, performance, and resource usage. So many tools can result in data inconsistencies.

Google 235

Google Cloud Infrastructure Metrics 235

Dynatrace

DECEMBER 6, 2022

What these steps have in common is that monitoring tools are not in sync with new changes in code or topology and this observability data is often siloed within different tools and teams. We refer to this culture and practice as observability-driven DevOps and SRE automation. The role of observability within DevOps.

DevOps 227

DevOps Metrics Engineering Speed 227

Dynatrace

JUNE 27, 2023

Logs complement metrics and enable automation Cloud practitioners agree that observability, security, and automation go hand in hand. Logs complement out-of-the-box metrics and enable automated actions for responding to availability, security, and other service events.

AWS 208

AWS Cloud Lambda Analytics 208

Dynatrace

APRIL 20, 2023

Modern organizations ingest petabytes of data daily, but legacy approaches to log analysis and management cannot accommodate this volume of data. At Dynatrace Perform 2023 , Maciej Pawlowski, senior director of product management for infrastructure monitoring at Dynatrace, and a senior software engineer at a U.K.

Analytics 196

Analytics Infrastructure Storage Efficiency 196

Dynatrace

APRIL 20, 2022

Our business saw tremendous growth over the past 2 years and with that growth, we saw the need for better observability of the end-2-end kitchen delivery workflow. To cope with these observability challenges, we had to upgrade from a do-it-yourself (DIY) to leveraging the Dynatrace Software Intelligence Platform.

Metrics 209

Metrics Mobile Internet Internet 209

Dynatrace

FEBRUARY 15, 2023

Especially when seamless end-to-end solutions are needed, it’s necessary to add relevant business context to data to unlock the value of insights that are hidden in the vast amount of observability, security, and business data derived from modern clouds, and overcome the challenges of data that’s locked in organizational silos.

Government 171

Government Serverless Analytics Metrics 171

Dynatrace

NOVEMBER 3, 2021

This trend is prompting advances in both observability and monitoring. But exactly what are the differences between observability vs. monitoring? Monitoring and observability provide a two-pronged approach. Monitoring supplies situational awareness, and observability helps pinpoint what’s happening and what to do about it.

Monitoring 230

Monitoring Metrics DevOps Scalability 230

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. With observability-driven development, developers can understand what’s going on in their application in real time, early on.

Engineering 190

Engineering Development Infrastructure Cloud 190

Dynatrace

FEBRUARY 16, 2023

ESG metrics are increasingly important to investors as they evaluate risk; in turn, these metrics are increasingly important to organizations because they measure and disclose their performance. Sustainability seeks a balance between human activity and the natural world. Balancing act or tipping point? What motivates us to act?

Energy 192

Energy Airlines Analytics Transportation 192

The Netflix TechBlog

NOVEMBER 22, 2019

December 2 1pm-2pm CMP 326-R Capacity Management Made Easy with Amazon EC2 Auto Scaling Vadim Filanovsky , Senior Performance Engineer & Anoop Kapoor, AWS Abstract :Amazon EC2 Auto Scaling offers a hands-free capacity management experience to help customers maintain a healthy fleet, improve application availability, and reduce costs.

AWS 37

AWS Entertainment Open Source Benchmarking 37

Dynatrace

NOVEMBER 20, 2020

It has invested heavily in usability of the solution and the flexible UI design keeps practitioners in context when exploring performance issues. Most approaches to AIOps rely on machine learning and statistical analysis to correlate metrics, events, and alerts using a multi-dimensional model. A new wave of innovation for AIOps.

Artificial Intelligence 259

Artificial Intelligence Serverless Analytics Innovation 259

Dynatrace

FEBRUARY 9, 2021

Enter the Hub: the central entry point to automatic and intelligent observability. Explore and access 500+ automatically and natively supported technologies. Explore and access 500+ automatically and natively supported technologies. Digital transformation and the shift to dynamic multiclouds is accelerating.

Software 147

Software Software Technology Technology 147

Dynatrace

NOVEMBER 24, 2021

framework , the SNMP extensions are a bundle of everything that’s needed (DataSource configuration, a dashboard template, a unified analysis page template, topology definition, entity extraction rules, relevant metric definitions and more) to get going with monitoring. Quick and easy network infrastructure monitoring. Pool nodes.

Network 219

Network Infrastructure Virtualization Metrics 219

The Netflix TechBlog

AUGUST 1, 2022

Data Mesh Overview A New Definition Of Data Mesh Previously, we defined Data Mesh as a fully managed, streaming data pipeline product used for enabling Change Data Capture (CDC) use cases. The controller delegates the responsibility to the corresponding microservices to manage their life cycle. Data Mesh?—?A

Processing 272

Processing Transportation Entertainment Tuning 272

The Netflix TechBlog

AUGUST 13, 2020

A metric crossed a threshold. So we built Telltale. Metrics are a key part of understanding application health. But sometimes you can have too many metrics, too many graphs, and too many dashboards. By Andrei U., You’re half awake and wondering, “Is there really a problem or is this just an alert that needs tuning?

Monitoring 210

Monitoring Tuning Traffic Metrics 210

The Netflix TechBlog

DECEMBER 11, 2020

In our previous post and QConPlus talk , we discussed GraphQL Federation as a solution for distributing our GraphQL schema and implementation. In this post, we shift our attention to what is needed to run a federated GraphQL platform successfully?—?from from our journey implementing it to lessons learned.

Architecture 249

Architecture Best Practices Engineering Open Source 249

Dynatrace

DECEMBER 8, 2021

As a result, companies run into the cloud complexity wall – also known as the cloud observability wall – as they struggle to manage modern applications and gain multicloud observability with outdated tools. What is the cloud observability wall? How observability works in a traditional environment.

Cloud 233

Cloud Serverless Hardware Operating System 233