Dynatrace

MARCH 13, 2025

OTel Demo telescope image] The OpenTelemetry demo application is a cloud-native e-commerce application made up of multiple microservices. The configuration also includes an optional span metrics connector, which generates Request, Error, and Duration (R.E.D.) metrics from span data. metrics from span data.

Open Source 147

Open Source Metrics Architecture Infrastructure 147

Dynatrace

NOVEMBER 23, 2020

Today’s highly dynamic, heterogeneous, and complex software systems require organizations to establish observability for all provided cloud-native services. New OpenTelemetry metrics exporters provide the broadest language support on the market. Seamlessly export your OpenTelemetry custom metrics to Dynatrace. Dynatrace news.

Metrics 200

Metrics Open Source Tuning Analytics 200

Dynatrace

MARCH 12, 2025

Traditional debugging approaches, logs, and occasional remote breakpoint instrumentation cant easily keep pace with cloud-native AI deployments, where performance, compliance, and costs are all on the line. Send unified data to Dynatrace for analysis alongside your logs, metrics, and traces.

Metrics 165

Metrics Serverless Analytics Innovation 165

Dynatrace

FEBRUARY 10, 2021

Dynatrace launches Cloud Automation module for development, DevOps & SRE teams. Over the past few years, Dynatrace has been a keen voice in the field of DevOps and provided enterprise knowledge and expertise in the shape of Keptn, the open-source, cloud-native, lifecycle orchestration control plane developed as a CNCF sandbox project.

Cloud 242

Cloud DevOps Speed Metrics 242

Dynatrace

JUNE 27, 2023

Logs complement metrics and enable automation Cloud practitioners agree that observability, security, and automation go hand in hand. The increasing complexity of cloud service architectures requires a rock-solid understanding of the activity, health status, and security of cloud services.

AWS 246

AWS Cloud Lambda Analytics 246

Dynatrace

MAY 17, 2022

Dynatrace Cloud Native Full Stack injection for Kubernetes, now officially released, provides unparalleled flexibility and scale for onboarding teams to AI-powered observability. From a cost perspective, internal customers waste valuable time sending tickets to operations teams asking for metrics, logs, and traces to be enabled.

Availability 348

Availability Scalability Cloud Metrics 348

Dynatrace

NOVEMBER 27, 2020

Welcome back to the second part of our blog series on how easy it is to get enterprise-grade observability at scale in Dynatrace for your OpenTelemetry custom metrics. In Part 1 , we announced our new OpenTelemetry custom-metric exporters that provide the broadest language coverage on the market, including Go , .NET record(value); }.

Metrics 214

Metrics Open Source Lambda Serverless 214

Dynatrace

APRIL 20, 2020

With Dynatrace Infrastructure Monitoring you get a complete solution for the monitoring of cloud platforms and virtual infrastructure, along with log monitoring and AIOps. Monitor additional metrics. Additionally, we’re further extending our infrastructure mode with runtime metrics for: Java.NET. How to get access.

Infrastructure 200

Infrastructure Metrics Java Virtualization 200

Dynatrace

DECEMBER 22, 2019

AWS offers a broad set of global, cloud-based services including computing, storage, networking, Internet of Things (IoT), and many others. Therefore, the ability to view a real-time map of your applications, services, and cloud resources is key to your success. Get up to 300 new AWS metrics out of the box. Dynatrace news.

AWS 200

AWS Metrics IoT Storage 200

The Netflix TechBlog

JUNE 7, 2021

Challenges The cloud network infrastructure that Netflix utilizes today consists of AWS services such as VPC, DirectConnect, VPC Peering, Transit Gateways, NAT Gateways, etc and Netflix owned devices. The Flow Exporter also publishes various operational metrics to Atlas. So how do we ingest and enrich these flows at scale ?

Network 327

Network Transportation AWS Cloud 327

DZone

MAY 1, 2023

The main purpose of this article and use case is to scrape AWS CloudWatch metrics into the Prometheus time series and to visualize the metrics data in Grafana. These tools give greater visibility other than collecting the metrics also, where we can set up critical alerts, live views, and custom dashboards.

AWS 263

AWS Open Source Tuning Metrics 263

Dynatrace

FEBRUARY 17, 2022

These are two values he shares with DevOps activist Andreas Grabner, who sat down with Hightower at Dynatrace Perform 2022 to talk about taming Kubernetes and the future of cloud-native technologies. If you’re going to have an SLO, you should have a story in mind of why you’re setting up all these alerts and collecting all these metrics.

Technology 246

Technology Technology Cloud Infrastructure 246

Dynatrace

DECEMBER 22, 2019

AWS offers a broad set of global, cloud-based services including computing, storage, networking, Internet of Things (IoT), and many others. Therefore, the ability to view a real-time map of your applications, services, and cloud resources is key to your success. Get up to 300 new AWS metrics out of the box. Dynatrace news.

AWS 182

AWS Metrics IoT Storage 182

Dynatrace

NOVEMBER 17, 2020

New cloud-native technologies make observability more important than ever…. Dynatrace PurePath 4 extends automatic distributed tracing to OpenTelemetry and the latest cloud-native technologies. In this example you can see on the left side that the Envoy payment service is running on a Linux host, deployed in the Google cloud.

Analytics 236

Analytics Technology Technology Cloud 236

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. We’ve just enhanced Dynatrace OneAgent with an open metric API. Here’s a quick overview of what you can achieve now that the Dynatrace Software Intelligence Platform has been extended to ingest third-party metrics. Dynatrace news.

Open Source 264

Open Source Metrics Analytics Tuning 264

Dynatrace

MAY 28, 2024

What about correlated trace data, host metrics, real-time vulnerability scanning results, or log messages captured just before an incident occurs? Depending on which app is in use, one glance at a histogram provides invaluable insight into managing clouds, databases, Kubernetes environments, and infrastructure.

Analytics 267

Analytics Infrastructure Database Monitoring 267

Dynatrace

NOVEMBER 10, 2022

Lifting and shifting applications from the data center to the cloud delivers only marginal benefits. Because cloud computing breaks application functions into many microservices, porting monolithic applications to the cloud unchanged can slow them down. So, what is cloud-native architecture, exactly? Declarative APIs.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

Dynatrace

APRIL 17, 2024

Mainframe is a strong choice for hybrid cloud, but it brings observability challenges IBM Z is a mainframe computing platform chosen by many organizations with a hybrid cloud strategy because of its security, resiliency, performance, scalability, and sustainability. Are you running containerized applications on IBM Z?

Operating System 246

Operating System Energy Infrastructure Architecture 246

Dynatrace

MAY 12, 2022

To stay tuned, keep an eye on our release notes. Cloud Automation. Autonomous Cloud. Improved efficiency and response time of filter operators in metric selectors that both apply an entity selector and filter a dimension called `Container` or `Process`. (APM-368260). Cloud Automation. Autonomous Cloud.

Tuning 246

Tuning Metrics Cloud Mobile 246

Dynatrace

SEPTEMBER 29, 2021

If cloud-native technologies and containers are on your radar, you’ve likely encountered Docker and Kubernetes and might be wondering how they relate to each other. A standard Docker container can run anywhere, on a personal computer (for example, PC, Mac, Linux), in the cloud, on local servers, and even on edge devices.

Open Source 334

Open Source Traffic DevOps Cloud 334

Dynatrace

NOVEMBER 24, 2020

As organizations plan, migrate, transform, and operate their workloads on AWS, it’s vital that they follow a consistent approach to evaluating both the on-premises architecture and the upcoming design for cloud-based architecture. Automatic collection of the entire set of services that publish metrics to Amazon CloudWatch. Stay tuned.

AWS 221

AWS Artificial Intelligence Best Practices Lambda 221

Dynatrace

APRIL 25, 2023

As companies accelerate digital transformation, they implement modern cloud technologies like serverless functions. According to Flexera , serverless functions are the number one technology evaluated by enterprises and one of the top five cloud technologies in use at enterprises. And serverless support is a core capability.

Serverless 246

Serverless Lambda Azure AWS 246

Scalegrid

FEBRUARY 6, 2025

Optimizing RabbitMQ requires clustering, queue management, and resource tuning to maintain stability and efficiency. It also provides an HTTP API for retrieving performance metrics and a command-line tool for advanced management tasks. RabbitMQ supports high message volumes but may experience performance drops under heavy loads.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

NOVEMBER 20, 2019

At Dynatrace, where we provide a software intelligence platform for hybrid environments (from infrastructure to cloud) we see a growing need to measure how mainframe architecture and the services running on it contribute to the overall performance and availability of applications. Network metrics are also collected for detected processes.

Availability 43

Availability Hardware Java Tuning 43

Dynatrace

SEPTEMBER 15, 2020

Stefano started his presentation by showing how much cost and performance optimization is possible when knowing how to properly configure your application runtimes, databases, or cloud environments: Correct configuration of JVM parameters can save up to 75% resource utilization while delivering same or better performance!

Performance 260

Performance Java Metrics Cloud 260

Dynatrace

FEBRUARY 16, 2023

The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. Grail data lakehouse delivers massively parallel processing for answers at scale Modern cloud-native computing is constantly upping the ante on data volume, variety, and velocity.

Analytics 246

Analytics Innovation Metrics Database 246

Dynatrace

APRIL 22, 2022

As a solution, teams often adopt open source observability tools like OpenTelemetry to gain situational awareness of their cloud-native environments. Open source observability tools help address cloud complexity. Using open-source tools to tame cloud complexity can lead to data silos. SAP meets OpenTelemetry.

Open Source 244

Open Source Metrics Cloud Tuning 244

Dynatrace

AUGUST 1, 2022

Looking at the cloud-native landscape part for Kubernetes storage solutions , we see that most of these solutions natively expose relevant metrics in Prometheus format. You can easily integrate these types of metrics into Dynatrace for further and enhanced analysis using our unique Davis® AI. Stay tuned.

Storage 246

Storage Database Network Metrics 246

Dynatrace

MARCH 29, 2024

While Kubernetes is often considered the operating system of the cloud, the scale and complexity of Kubernetes cluster deployments are creating new challenges for IT teams. ” First, Akamas collects metrics, then recommends configuration improvements and applies these recommendations.

Engineering 264

Engineering DevOps Operating System Cloud 264

Dynatrace

JANUARY 4, 2024

Great news: OpenTelemetry endpoint detection, analyzing OpenTelemetry services, and visualizing Istio service mesh metrics just got easier. As a CNCF open source incubating project, OpenTelemetry provides a standardized set of APIs, libraries, agents, instrumentation, and specifications for logging, metrics, and tracing.

Metrics 242

Metrics Open Source Tuning Infrastructure 242

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. Driving this growth is the increasing adoption of hyperscale cloud providers (AWS, Azure, and GCP) and containerized microservices running on Kubernetes.

Analytics 264

Analytics Monitoring DevOps Artificial Intelligence 264

Dynatrace

FEBRUARY 14, 2022

Building on its advanced analytics capabilities for Prometheus data , Dynatrace now enables you to create extensions based on Prometheus metrics. Many technologies expose their metrics in the Prometheus data format. Easily gain actionable insights with the Dynatrace Extension for Prometheus metrics. Prometheus in Kubernetes ?and

Technology 246

Technology Technology Metrics Infrastructure 246

Dynatrace

MAY 4, 2021

cloud service providers are now starting to add OpenTelemetry instrumentation as an out-of-the-box feature. As such, we recently opened up our platform for metric ingestion and log monitoring and built integrations for key formats in those spaces. Announcing OpenTelemetry trace ingest. TL;DR summary. Detailed use case.

Cloud 264

Cloud Java Tuning Monitoring 264

Dynatrace

APRIL 21, 2022

To stay tuned, keep an eye on our release notes. You can create custom log metrics for smarter and faster troubleshooting, and you will be able to understand log data in the context of your full stack, including real user impacts. Cloud Foundry transition to Settings 2.0. The display name is now required in metric metadata.

Azure 246

Azure Metrics AWS Monitoring 246

Dynatrace

OCTOBER 2, 2023

Limits of a lift-and-shift approach A traditional lift-and-shift approach, where teams migrate a monolithic application directly onto hardware hosted in the cloud, may seem like the logical first step toward application transformation. However, the move to microservices comes with its own challenges and complexities.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

JUNE 8, 2021

You’ll learn how to create production SLOs, to continuously improve the performance of services, and I’ll guide you on how to become a champion of your sport by: Creating calculated metrics with the help of multidimensional analysis. Metric 2: number of requests in error. Let’s start by creating a dashboard to follow our metrics.

Metrics 242

Metrics Tuning Programming Systems 242

Dynatrace

JANUARY 19, 2021

across hybrid and multi-cloud environments?. A single pane of glass to view trace information along with AWS CloudWatch metrics. See your AWS serverless workloads in full context with customer experience and business outcome metrics. While adjusting to dynamic cloud-native environments, teams can determine?the customers,?we’ve

Lambda 264

Lambda Serverless AWS Mobile 264