Dynatrace

JULY 15, 2024

As HTTP and browser monitors cover the application level of the ISO /OSI model , successful executions of synthetic tests indicate that availability and performance meet the expected thresholds of your entire technological stack. Our script, available on GitHub , provides details. into NAM test definitions.

Availability 246

Availability Network Monitoring Infrastructure 246

Dynatrace

JANUARY 17, 2023

The release candidate of OpenTelemetry metrics was announced earlier this year at Kubecon in Valencia, Spain. Since then, organizations have embraced OTLP as an all-in-one protocol for observability signals, including metrics, traces, and logs, which will also gain Dynatrace support in early 2023.

Analytics 321

Analytics Metrics Open Source Java 321

Dynatrace

OCTOBER 17, 2024

The newly introduced Network devices and Details view within Hosts provide comprehensive health status information, relevant networking signals, and machine metrics—all analyzed and provided by the industry-leading combination of Dynatrace Grail™ data lakehouse and Davis ® AI. Overview of a cloud-hosted frontend web application.

Infrastructure 246

Infrastructure Network DevOps Metrics 246

Dynatrace

OCTOBER 1, 2021

In IT and cloud computing, observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces. If you’ve read about observability, you likely know that collecting the measurements of logs, metrics, and distributed traces are the three key pillars to achieving success.

Metrics 363

Metrics Open Source Cloud Monitoring 363

Dynatrace

NOVEMBER 4, 2024

For years, logs have been the dominant approach many observability vendors have taken to report business metrics on dashboards. Most of the use cases in these two broad categories benefit from the flexibility that comes from multiple available sources of business data.

Analytics 241

Analytics Airlines Metrics Monitoring 241

Dynatrace

FEBRUARY 6, 2025

Whether you’re a seasoned IT expert or a marketing professional looking to improve business performance, understanding the data available to you is essential. Even if infrastructure metrics aren’t your thing, you’re welcome to join us on this creative journey simply swap out the suggested metrics for ones that interest you.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Dynatrace

OCTOBER 29, 2024

A Dynatrace API token with the following permissions: Ingest OpenTelemetry traces ( openTelemetryTrace.ingest ) Ingest metrics ( metrics.ingest ) Ingest logs ( logs.ingest ) To set up the token, see Dynatrace API – Tokens and authentication in Dynatrace documentation. If you don’t have one, you can use a trial account.

Metrics 246

Metrics Tuning Monitoring Availability 246

Dynatrace

JULY 24, 2024

Telemetry data, such as traces and metrics, allow you to analyze the end-to-end performance of your deployed applications. It automates tasks such as provisioning and scaling Dynatrace monitoring components, updating configurations, and ensuring the health and availability of your monitoring infrastructure.

Availability 279

Availability Infrastructure Metrics Hardware 279

Dynatrace

NOVEMBER 4, 2024

Additionally, it allows you to analyze how resource consumption or performance metrics for a given query have changed over time. Top Queries and Execution Plans are available in the Databases app. Query execution plans offer even more insights into how a database engine executes queries.

Database 246

Database Performance Metrics Monitoring 246

Dynatrace

NOVEMBER 20, 2024

Dynatrace, available as an Azure-native service , has a longstanding partnership with Microsoft, deeply rooted in a strong “build with” approach to deliver seamless user experience. This enables Dynatrace customers to achieve faster time-to-value and accelerate innovation.

Best Practices 299

Best Practices Innovation Azure Cloud 299

Dynatrace

MAY 22, 2025

To combat these issues, Google introduced Core Web Vitals (CWVs): a set of metrics designed to measure and improve the user experience of websites. But despite their importance, understanding and mastering these metrics can be just one more set of signals your team has to manage. Bridging technical and business metrics.

Google 227

Google Website Metrics Monitoring 227

The Netflix TechBlog

DECEMBER 17, 2024

DataJunction: Unifying Experimentation and Analytics Yian Shang , AnhLe At Netflix, like in many organizations, creating and using metrics is often more complex than it should be. DJ acts as a central store where metric definitions can live and evolve. As an example, imagine an analyst wanting to create a Total Streaming Hours metric.

Analytics 225

Analytics Engineering Entertainment Metrics 225

Dynatrace

MAY 27, 2025

By seamlessly capturing metrics, logs, traces, and business events in one unified platform, teams are able to surface actionable insights and pinpoint issues in just minutes. Ready-made dashboards Purpose-built, ready-made dashboards are available for all common SAP observability use cases and practices.

Monitoring 187

Monitoring Analytics Metrics Cloud 187

Dynatrace

OCTOBER 3, 2024

The end goal, of course, is to optimize the availability of organizations’ software. Dynatrace is widely recognized for its AI capabilities’ ability to predict and prevent issues, and automatically identify root causes, maximizing availability. Automation, however, should not be done in isolation of tech.

Availability 278

Availability DevOps Analytics Cloud 278

Dynatrace

JUNE 16, 2025

Organizations can no longer rely on manually monitoring the performance and availability of their applications and infrastructure. Enhanced decision-making through data contextualization combines technical metrics with business goals to enable informed decisions. This is only possible with AI-powered business observability.

Logistics 223

Logistics DevOps Cloud Efficiency 223

Dynatrace

OCTOBER 14, 2024

Access policies for Dynatrace Grail™ data lakehouse are still available as service-related policies; they allow you to control access to the monitoring data on a per-data-source level, for example, logs and metrics. All other default policies on the service level, for example, “AutomationEngine – User” access, are now marked as Legacy.

Monitoring 246

Monitoring Metrics Scalability Systems 246

Dynatrace

JANUARY 21, 2025

Chances are, youre a seasoned expert who visualizes meticulously identified key metrics across several sophisticated charts. Activate Davis AI to analyze charts within seconds Davis AI can help you expand your dashboards and dive deeper into your available data to extract additional information.

Traffic 262

Traffic Analytics Metrics Monitoring 262

Dynatrace

OCTOBER 10, 2024

To achieve the best visual outcome, we recommend experimenting with the available customization options. While histograms look much like time-series bar charts, they’re different in that each bar represents a count (often termed frequency) of metric values. Try different cell shapes.

Latency 246

Latency Infrastructure Monitoring Analytics 246

Dynatrace

NOVEMBER 11, 2024

A Kubernetes SLO that continuously evaluates CPU, memory usage, and capacity and compares these available resources to the requested and utilized memory of Kubernetes workloads makes potential resource waste visible, revealing opportunities for countermeasures.

Efficiency 263

Efficiency Best Practices Monitoring Cloud 263

Dynatrace

DECEMBER 18, 2023

To get a more granular look into telemetry data, many analysts rely on custom metrics using Prometheus. Named after the Greek god who brought fire down from Mount Olympus, Prometheus metrics have been transforming observability since the project’s inception in 2012.

Metrics 245

Metrics Engineering Energy Tuning 245

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. In addition to tracing, observability also defines two other key concepts, metrics and logs. When software runs in a monolithic stack on on-site servers, observability is manageable enough. What is OpenTelemetry?

Metrics 245

Metrics Open Source Traffic Cache 245

Dynatrace

NOVEMBER 3, 2023

address these limitations and brings new monitoring and analytical capabilities that weren’t available to Extensions 1.0: Comprehensive metrics support Extensions 2.0 These bundles ensure the provisioning of pre-configured dashboards, alerts, unified analysis views, and a topology model that relates metrics and entities.

Technology 264

Technology Technology Scalability Availability 264

Dynatrace

MARCH 5, 2025

The Carbon Impact app directly supports our customers sustainability efforts through granular real-time emissions reporting and analytics, translating host utilization metrics into their CO2 equivalent (CO2e). The certification results are now publicly available. Today, Carbon Impact has a new name: Cost & Carbon Optimization.

Energy 223

Energy Analytics Traffic Cloud 223

Dynatrace

APRIL 10, 2025

Break data silos and add context for faster, more strategic decisions : Unifying metrics, logs, traces, and user behavior within a single platform enables real-time decisions rooted in full context, not guesswork.

Strategy 296

Strategy Storage Network Architecture 296

Dynatrace

MAY 21, 2025

No pre-/post-processing of large log events is required, and events are available across many Dynatrace Apps and use cases within the Dynatrace platform. With Dynatrace, our customer now leverages OneAgent to automatically collect all log records, signals, and metrics. This way, you can easily scale up and scale out at any time.

Retail 187

Retail Airlines Healthcare Transportation 187

Dynatrace

NOVEMBER 3, 2023

The five key metrics to improve customer satisfaction To help turn this around, Dynatrace makes available its unified observability platform, which captures all CX interactions and transactions in an automated, intelligent manner – including user session replays. When combined, key metrics will generate an accurate CX index score.

Metrics 246

Metrics Government Website Monitoring 246

The Netflix TechBlog

DECEMBER 17, 2024

The Data & Insights organization partners closely with our engineering teams to share key efficiency metrics, empowering internal stakeholders to make informed business decisions. Longer term, we plan to extend FPD to other areas of the business such as security and availability.

Efficiency 220

Efficiency Cloud Analytics Infrastructure 220

Dynatrace

JUNE 17, 2025

Install OpenTelemetry Dashboards from Dynatrace Hub Once the app is installed, the following dashboards are available in the Ready-made dashboards section: OTel Collector self-monitoring (all collectors): Shows an overview of all detected OpenTelemetry Collector instances. Allow internal telemetry export from your collectors to Dynatrace.

Monitoring 146

Monitoring Metrics Best Practices Efficiency 146

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. Boost your operational resilience: Combining availability and security is now essential.

Analytics 289

Analytics Government Efficiency Innovation 289

Dynatrace

NOVEMBER 18, 2024

With Dynatrace, customers can utilize the full set of Azure capabilities, including metrics and data from the Azure platform, and automatically identify workflow optimization opportunities. By prioritizing observability, organizations can ensure the availability, performance, and security of business-critical applications.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

Dynatrace

APRIL 9, 2025

Thats why Dynatrace will make its AI-powered, unified observability platform generally available on Google Cloud for all customers later this year. The power of Dynatrace unified observability on Google Cloud By the end of June, the latest Dynatrace core innovations will be available on Google Cloud, including the following: Dynatrace Grail.

Google 193

Google Cloud Infrastructure Analytics 193

Dynatrace

DECEMBER 4, 2024

The Dynatrace CloudFormation templates are now available in the AWS CloudFormation Public Extensions Registry , which makes Well-Architected validation even more accessible for AWS users. Dynatrace is proud to be the first AWS global tech partner to offer ready-to-use CloudFormation templates for validating the Well-Architected pillars.

AWS 246

AWS Best Practices Lambda Infrastructure 246

Scalegrid

APRIL 28, 2025

Monitoring MySQL databases is essential for maintaining performance, detecting issues early, and ensuring efficient resource use by tracking critical metrics. With many options available, selecting the right tool for performance monitoring can be challenging. This ensures notifications about issues relevant to your environment.

Monitoring 147

Monitoring Open Source Analytics Scalability 147

Dynatrace

MARCH 13, 2025

The configuration also includes an optional span metrics connector, which generates Request, Error, and Duration (R.E.D.) metrics from span data. The configuration also includes an optional span metrics connector, which generates Request, Error, and Duration (R.E.D.) metrics from span data.

Open Source 146

Open Source Metrics Architecture Infrastructure 146

Scalegrid

FEBRUARY 24, 2025

Implementing clustering and quorum queues in RabbitMQ significantly improves load distribution and data redundancy, ensuring high availability and fault tolerance for messaging services. Classic queues can be used in clusters, emphasizing their behavior during node failures, particularly regarding durability and availability.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

DZone

MAY 20, 2025

Keywords : Chaos Engineering, System Resilience, Failure Injection, Performance Metrics, Fault Tolerance Abstract Chaos Engineering is an essential practice for testing system resilience by intentionally injecting failures and analyzing the systems response.

Engineering 130

Engineering Strategy Metrics Monitoring 130

Dynatrace

JANUARY 22, 2025

Your teams want to iterate rapidly but face multiple hurdles: Increased complexity: Microservices and container-based apps generate massive logs and metrics. You can select any trigger thats available for standard workflows, including schedules, problem triggers, customer event triggers, or on-demand triggers.

Development 245

Development Processing Monitoring Code 245