Dynatrace

NOVEMBER 16, 2021

Dynatrace has recently extended its Kubernetes operator by adding a new feature, the Prometheus OpenMetrics Ingest , which enables you to import Prometheus metrics in Dynatrace and build SLO and anomaly detection dashboards with Prometheus data. Here we’ll explore how to collect Prometheus metrics and what you can achieve with them.

Metrics 246

Metrics Infrastructure Database Open Source 246

Dynatrace

DECEMBER 12, 2024

I realized that our platforms unique ability to contextualize security events, metrics, logs, traces, and user behavior could revolutionize the security domain by converging observability and security. Collect observability and security data user behavior, metrics, events, logs, traces (UMELT) once, store it together and analyze in context.

Analytics 289

Analytics Government Efficiency Innovation 289

Dynatrace

OCTOBER 10, 2024

Take your monitoring, data exploration, and storytelling to the next level with outstanding data visualization All your applications and underlying infrastructure produce vast volumes of data that you need to monitor or analyze for insights. Use color coding to tell a story. Try different cell shapes.

Latency 246

Latency Infrastructure Monitoring Metrics 246

Dynatrace

JANUARY 22, 2025

Traditional monitoring approaches often require manual scripting and integration to get alerted about production-threatening issues in pre-production environments. Your teams want to iterate rapidly but face multiple hurdles: Increased complexity: Microservices and container-based apps generate massive logs and metrics.

Development 245

Development Processing Monitoring Code 245

Dynatrace

OCTOBER 4, 2021

As a result, API monitoring has become a must for DevOps teams. So what is API monitoring? What is API Monitoring? API monitoring is the process of collecting and analyzing data about the performance of an API in order to identify problems that impact users. The need for API monitoring. Ways to monitor APIs.

Monitoring 245

Monitoring Latency Metrics Availability 245

Dynatrace

DECEMBER 13, 2023

As a result, organizations need to monitor mobile app performance metrics that are meaningful and actionable by gaining adequate observability of mobile app performance. There are many common mobile app performance metrics that are used to measure key performance indicators (KPIs) related to user experience and satisfaction.

Best Practices 246

Best Practices Mobile Metrics Performance 246

Dynatrace

APRIL 7, 2022

One of these solutions is Micrometer which provides 17+ pre-instrumented JVM-based frameworks for data collection and enables instrumentation code with a vendor-neutral API. Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. That’s a large amount of data to handle.

Metrics 246

Metrics Java Latency Cache 246

Dynatrace

FEBRUARY 2, 2023

But are observability platforms—born from the collision between the demands of cloud computing and the limitations of APM and infrastructure monitoring—the best solution for managing business analytics? Observability fault lines The monitoring of complex and dynamic IT systems includes real-time analysis of baselines, trends, and anomalies.

Analytics 246

Analytics Metrics DevOps Storage 246

Dynatrace

JANUARY 13, 2022

Real user monitoring can help you catch these issues before they impact the bottom line. What is real user monitoring? Real user monitoring (RUM) is a performance monitoring process that collects detailed data about a user’s interaction with an application. Real user monitoring collects data on a variety of metrics.

Monitoring 245

Monitoring Mobile Latency Best Practices 245

Dynatrace

FEBRUARY 25, 2021

Dynatrace has offered a Lambda code module for Node.js This has led to the recent release of our new Lambda monitoring extension supporting Node.js, Java, and Python. Special challenges when monitoring Lambda functions. Also, agents optimize communication and, therefore, send monitoring data to back ends in batches.

Lambda 278

Lambda AWS Monitoring Serverless 278

Dynatrace

MARCH 12, 2025

Every software development team grappling with Generative AI (GenAI) and LLM-based applications knows the challenge: how to observe, monitor, and secure production-level workloads at scale. Production performance monitoring: Service uptime, service health, CPU, GPU, memory, token usage, and real-time cost and performance metrics.

Metrics 165

Metrics Serverless Analytics Innovation 165

Dynatrace

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. These challenges make AWS observability a key practice for building and monitoring cloud-native applications. AWS monitoring best practices. What is AWS observability?

Best Practices 246

Best Practices AWS Monitoring Serverless 246

Dynatrace

FEBRUARY 24, 2022

Many of our customers—the world’s largest enterprises—have embraced the Dynatrace SaaS approach to monitoring, which provides critical business insights powered by AI and automation for globally-distributed, heterogeneous IT landscapes. New self-monitoring environment provides out-of-the-box insights and custom alerting.

Monitoring 246

Monitoring Metrics Analytics Processing 246

Dynatrace

FEBRUARY 9, 2022

Key components of GitOps are declarative infrastructure as code, orchestration, and observability. Many observability solutions don’t support an “as code” approach. Because of these issues, developers often still lack control over the behavior of their monitoring platform. Dynatrace enables software intelligence as code.

Code 246

Code Software Software DevOps 246

Dynatrace

JUNE 28, 2022

Organizations can now accelerate innovation and reduce the risk of failed software releases by incorporating on-demand synthetic monitoring as a metrics provider for automatic, continuous release-validation processes. This metric indicates how quickly software can be released to production. Dynatrace news.

Monitoring 246

Monitoring Software Software DevOps 246

Dynatrace

OCTOBER 21, 2021

There’s no lack of metrics, logs, traces, or events when monitoring your Kubernetes (K8s) workloads. At Dynatrace we’re lucky to have Dynatrace monitor our workloads running on K8s. The post Kubernetes workload troubleshooting with metrics, logs, and traces appeared first on Dynatrace blog.

Metrics 246

Metrics DevOps Engineering Strategy 246

Dynatrace

DECEMBER 15, 2020

OpenTelemetry metrics are useful for augmenting the fully automatic observability that can be achieved with Dynatrace OneAgent. OpenTelemetry metrics add domain specific data such as business KPIs and license relevant consumption details. Enterprise-grade observability for custom OpenTelemetry metrics from AWS. Dynatrace news.

AWS 255

AWS Metrics Analytics Government 255

Dynatrace

JANUARY 12, 2021

Observability is the new standard of visibility and monitoring for cloud-native architectures. It’s powered by vast amounts of collected telemetry data such as metrics, logs, events, and distributed traces to measure the health of application performance and behavior. Observability brings multicloud environments to heel.

Monitoring 246

Monitoring Artificial Intelligence DevOps Serverless 246

Dynatrace

JULY 8, 2020

Monitoring Kubernetes is an important aspect of Day 2 o perations and is often perceived as a significant challenge. A container with inefficient code might affect critical workloads and practically make the whole node unusable , or worse, because of replication, it can impact the whole cluster. Node and w orkload health .

Infrastructure 278

Infrastructure Monitoring Cloud Metrics 278

Dynatrace

MAY 8, 2023

With the world’s increased reliance on digital services and the organizational pressure on IT teams to innovate faster, the need for DevOps monitoring tools has grown exponentially. But when and how does DevOps monitoring fit into the process? And how do DevOps monitoring tools help teams achieve DevOps efficiency?

DevOps 246

DevOps Efficiency Monitoring Infrastructure 246

Dynatrace

SEPTEMBER 29, 2021

Prometheus is an open-source monitoring and alerting toolkit for services and applications that run in containers. Prometheus collects metrics from a number endpoints that expose metrics in the OpenMetrics format. The Dynatrace AMP extension enables you to easily ingest Prometheus metrics into Dynatrace. Dynatrace news.

Technology 246

Technology Technology Monitoring AWS 246

Dynatrace

NOVEMBER 15, 2021

Log monitoring, log analysis, and log analytics are more important than ever as organizations adopt more cloud-native technologies, containers, and microservices-based architectures. What is log monitoring? Log monitoring is a process by which developers and administrators continuously observe logs as they’re being recorded.

Analytics 264

Analytics Monitoring DevOps Artificial Intelligence 264

Dynatrace

MAY 17, 2023

That is, relying on metrics, logs, and traces to understand what software is doing and where it’s running into snags. While classic logging is an essential tool in debugging issues, it often lacks context and only provides snapshot information of one specific location in your code/application. What is OpenTelemetry?

Metrics 245

Metrics Open Source Traffic Cache 245

Dynatrace

OCTOBER 15, 2021

Loosely defined, observability is the ability to understand what’s happening inside a system from the knowledge of the external data it produces, which are usually logs, metrics, and traces. Monitoring begins here. Logs, metrics, and traces make up the bulk of all telemetry data.

Open Source 246

Open Source Metrics Cloud Transportation 246

Dynatrace

MAY 12, 2021

According to InfoQ , Kubernetes monitoring offers substantial benefits for container management, but it’s not a complete platform in and of itself. “You need to understand and detect non-performing code or where and how exceptions happen — which user or transaction triggered it, its context, its backtrace, and its metadata.

Monitoring 246

Monitoring Infrastructure Open Source Metrics 246

Dynatrace

FEBRUARY 9, 2024

One of the more popular use cases is monitoring business processes, the structured steps that produce a product or service designed to fulfill organizational objectives. By treating processes as assets with measurable key performance indicators (KPIs), business process monitoring helps IT and business teams align toward shared business goals.

Processing 246

Processing Monitoring Analytics Games 246

Dynatrace

JUNE 26, 2020

Dynatrace Digital Experience Monitoring , as part of the Dynatrace Software Intelligence Platform, connects front-end monitoring and the outside-in user perspective with application performance to understand the impact of performance issues across your full stack on user experience and business outcomes. Virginia (Azure), N.

Monitoring 264

Monitoring Azure AWS Traffic 264

Dynatrace

JULY 31, 2020

Fully automated code-level visibility. Apart from its best-in-class observability capabilities like distributed traces, metrics, and logs, Dynatrace OneAgent additionally provides automatic deep code-level insights for Java,NET, Node.js, PHP, and Golang, without the need to change any application code or configuration.

Monitoring 264

Monitoring Performance Java Processing 264

Dynatrace

APRIL 8, 2021

But this approach introduced new complexity and a need for more advanced cloud monitoring capabilities. Dynatrace’s cloud monitoring capabilities are helping Porsche Informatik to simplify complexity and drive improved digital experiences for customers. Simplifying complexity with cloud monitoring. The key value of Dynatrace.

Cloud 246

Cloud Monitoring Automotive Infrastructure 246

CSS Wizardry

JUNE 30, 2023

I never thought I’d write an article in defence of DOMContentLoaded , but here it is… For many, many years now, performance engineers have been making a concerted effort to move away from technical metrics such as Load , and toward more user-facing, UX metrics such as Speed Index or Largest Contentful Paint. Or are they…?

Metrics 327

Metrics Google Code Monitoring 327

Dynatrace

FEBRUARY 28, 2024

Department of Veterans Affairs (VA) is packaging application code along with its libraries and dependencies within an executable software unit. Dynatrace container monitoring supports customers as they collect metrics, traces, logs, and other observability-enabled data to improve the health and performance of containerized applications.

Monitoring 246

Monitoring Artificial Intelligence Performance Healthcare 246

Dynatrace

MAY 17, 2022

From a cost perspective, internal customers waste valuable time sending tickets to operations teams asking for metrics, logs, and traces to be enabled. A team looking for metrics, traces, and logs no longer needs to file a ticket to get their app monitored in their own environments. Monitoring such an application is easy.

Availability 348

Availability Scalability Cloud Metrics 348

Dynatrace

JUNE 7, 2023

It shows critical SLOs for latency and availability, as well as the most important OpenAI generative AI service metrics, such as response time, error count, and the overall number of requests. OneAgent can automatically monitor all C#,NET, Java, Go, and NodeJS bindings. Our example dashboard below visualizes OpenAI token consumption.

Monitoring 241

Monitoring Latency Metrics Azure 241

Dynatrace

JULY 24, 2024

Dynatrace with Red Hat OpenShift monitoring stands out for the following reasons: With infrastructure health monitoring and optimization, you can assess the status of your infrastructure at a glance to understand resource consumption and thus optimize resource allocation for cost efficiency.

Availability 279

Availability Infrastructure Metrics Monitoring 279

Dynatrace

AUGUST 16, 2023

SLO monitoring and alerting on SLOs using error-budget burn rates are critical capabilities that can help organizations achieve that goal. SLOs are specifically processed metrics that help businesses balance breakthroughs with reliability. What is SLO monitoring? And what is an error budget burn rate?

Monitoring 246

Monitoring DevOps Metrics Innovation 246

Dynatrace

NOVEMBER 26, 2019

Even the best baseline approaches come with a tiny percentage of false-positive alerts, the number being directly proportional to the number of components you’re monitoring. Save time by directly analyzing code-level information. Beyond traceability: From root cause to code-level context in a single click.

Engineering 69

Engineering Serverless Metrics Code 69

Dynatrace

SEPTEMBER 28, 2021

Teams are using concepts from site reliability engineering to create SLO metrics that measure the impact to their customers and leverage error budgets to balance innovation and reliability. Nobl9 integrates with Dynatrace to gather SLI metrics for your infrastructure and applications using real-time monitoring or synthetics.

Metrics 356

Metrics Innovation Monitoring Software 356