Event, Metrics and Software - Technology Performance Pulse

Dynatrace joins the Microsoft Intelligent Security Association

Dynatrace

NOVEMBER 20, 2024

Membership in MISA is nomination-only and reserved for independent software vendors who develop security solutions that effectively integrate with MISA-qualifying Microsoft Security products. These reports are crucial for tracking changes, compliance, and security-relevant events.

Best Practices

Best Practices Innovation Azure Cloud

Reliability indicators that matter to your business: SLOs for all data types

Dynatrace

OCTOBER 31, 2024

This lets you build your SLOs around the indicators that matter to you and your customers—critical metrics related to availability, failure rates, request response times, or select logs and business events. Are you experiencing an increase or degradation in certain events that indicate a rising problem?

Metrics

Metrics Availability Monitoring Scalability

Transform data into insights with Dynatrace Dashboards and Notebooks

Dynatrace

OCTOBER 16, 2024

You can now: Kickstart your creation journey using ready-made dashboards Accelerate your data exploration with seamless integration between apps Start from scratch with the new Explore interface Search for known metrics from anywhere Let’s look at each of these paths through an end-to-end use case focused on Kubernetes monitoring.

Social Media

Social Media Metrics Network Analytics

Monitoring GitHub-hosted runners with Dynatrace

Dynatrace

JANUARY 22, 2025

That’s where Dynatrace business events and automation workflows come into play to provide a comprehensive view of your CI/CD pipelines. Everyone involved in the software delivery lifecycle can work together more effectively with a single source of truth and a shared understanding of pipeline performance and health.

Monitoring

Monitoring DevOps Metrics Virtualization

New continuous compliance requirements drive the need to converge observability and security

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. Customers ingest these findings to Dynatrace and track software quality and security from development to production.

Analytics

Analytics Government Efficiency Innovation

What is observability? Not just logs, metrics and traces

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. The architects and developers who create the software must design it to be observed.

Metrics

Metrics Open Source Monitoring Cloud

Dynatrace simplifies OpenTelemetry metric collection for context-aware AI analytics

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

Analytics Metrics Open Source Java

How executives reveal breakthrough insights into customer experiences with Dynatrace to accelerate business growth

Dynatrace

OCTOBER 23, 2024

My goal was to provide IT teams with insights to optimize customer experience by collaborating with business teams, using both business KPIs and IT metrics. Only then can executives understand whether their software helps to deliver the intended business outcomes. All of these use cases go beyond commonly used analytics tools.

Analytics

Analytics Logistics IoT Mobile

Cut costs and complexity: 5 strategies for reducing tool sprawl with Dynatrace

Dynatrace

APRIL 10, 2025

Unify tools to eliminate redundancies, rein in costs, and ease compliance : This not only lowers the total cost of ownership but also simplifies regulatory audits and improves software quality and security. Standardizing platforms minimizes inconsistencies, eases regulatory compliance, and enhances software quality and security.

Strategy

Strategy Storage Network Architecture

Observability throughout the software development lifecycle increases delivery performance

Dynatrace

OCTOBER 4, 2024

This leads to frustrating bottlenecks for developers attempting to build and deliver software. A central element of platform engineering teams is a robust Internal Developer Platform (IDP), which encompasses a set of tools, services, and infrastructure that enables developers to build, test, and deploy software applications.

Software

Software Software Development Performance

The keys to selecting a platform for end-to-end observability

Dynatrace

DECEMBER 2, 2024

It should also be possible to analyze data in context to proactively address events, optimize performance, and remediate issues in real time. Data often lacks context, hampering attempts to analyze full-stack, dependent services, across domains, throughout software lifecycles, and so on.

Artificial Intelligence

Artificial Intelligence DevOps Architecture Cloud

Dynatrace innovates again with the release of topology-driven auto-adaptive metric baselines

Dynatrace

JULY 23, 2020

With the advent and ingestion of thousands of custom metrics into Dynatrace, we’ve once again pushed the boundaries of automatic, AI-based root cause analysis with the introduction of auto-adaptive baselines as a foundational concept for Dynatrace topology-driven timeseries measurements. In many cases, metric behavior changes over time.

Metrics

Metrics Innovation Strategy Monitoring

Intelligent, context-aware AI analytics for all your custom metrics

Dynatrace

OCTOBER 7, 2020

Dynatrace recently opened up the enterprise-grade functionalities of Dynatrace OneAgent to all the data needed for observability, including metrics, events, logs, traces, and topology data. Davis topology-aware anomaly detection and alerting for your custom metrics. Topology and non-topology metrics—what’s the difference?

Metrics

Metrics Analytics Storage Monitoring

Helping customers unlock the Power of Possible

Dynatrace

OCTOBER 29, 2024

The Dynatrace platform automatically captures and maps metrics, logs, traces, events, user experience data, and security signals into a single datastore, performing contextual analytics through a “power of three AI”—combining causal, predictive, and generative AI. What’s behind it all?

Innovation

Innovation Strategy Cloud AWS

How to collect Prometheus metrics in Dynatrace

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

Metrics Infrastructure Database Open Source

Implementing service-level objectives to improve software quality

Dynatrace

DECEMBER 27, 2022

By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. When organizations implement SLOs, they can improve software development processes and application performance. SLOs improve software quality. SLOs promote automation. SLOs minimize downtime.

Software

Software Software Benchmarking Latency

Transparent and confident software delivery with Dynatrace Release Analysis

Dynatrace

APRIL 28, 2021

This is the question that drives many of us who work along the software-product lifecycle. Answering this question requires careful management of release risk and analysis of lots of data related to each release version of your software. “To release or not to release?” Which release stages are these deployed versions in? part-of ).

Software

Software Software Strategy Metrics

What is AIOps? A Software Intelligence Approach

Dynatrace

SEPTEMBER 3, 2020

These sets of tools are acquiring one or more different types of raw data (metrics, logs, traces, events, code-level details…) at various granularity, process them and create alerts (a threshold or learned baseline was breached, a certain log pattern occurred and so forth). Webinar Series: AIOps with Dynatrace software intelligence.

Software

Software Software Artificial Intelligence Metrics

DevOps automation: From event-driven automation to answer-driven automation [with causal AI]

Dynatrace

JULY 24, 2023

They need event-driven automation that not only responds to events and triggers but also analyzes and interprets the context to deliver precise and proactive actions. These initial automation endeavors paved the way for greater advancements, leading to the next evolution of event-driven automation.

DevOps

DevOps Traffic Efficiency Servers

Connect Fluentd logs with Dynatrace traces, metrics, and topology data to enhance Kubernetes observability

Dynatrace

APRIL 8, 2022

While Fluentd solves the challenges of collecting and normalizing Kubernetes events and logs, Kubernetes performance and availability problems can rarely be solved by investigating logs in isolation. Precise, AI-powered anomaly root-cause determination based on automatic log analysis and custom user-defined events.

Metrics

Metrics Analytics Software Architecture Open Source

Tech Transforms podcast: Company Culture, Hyperautomation, User Experience in a Zero Trust World, and Security Metrics – June 2022 recap?

Dynatrace

JULY 14, 2022

We also explore how to improve user experiences within the Zero Trust framework and how to develop security metrics that eliminate DevSecOps bottlenecks. Rick Stewart – Chief Software Technologist at DLT Solutions. Episode 39 – Improving the User Experience in a Zero Trust World: Event Recap with Willie Hicks.

Metrics

Metrics Social Media Government Open Source

How unified data and analytics offers a new approach to software intelligence

Dynatrace

OCTOBER 4, 2022

Software and data are a company’s competitive advantage. That’s because every company is now a software company. As a result, organizations need software to work perfectly to create customer experiences, deliver innovation, and generate operational efficiency. That’s exactly what a software intelligence platform does.

Analytics

Analytics Software Software Storage

Announcing enterprise-grade observability at scale for OpenTelemetry custom metrics (Part 2)

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

Metrics Open Source Lambda Serverless

What is? OpenTelemetry??An open-source standard for logs, metrics, and traces

Dynatrace

OCTOBER 15, 2021

OpenTelemetry (also referred to as OTel) is an open-source observability framework made up of a collection of tools, APIs, and SDKs, that enables IT teams to instrument, generate, collect, and export telemetry data for analysis and understand software performance and behavior. Logs, metrics, and traces make up the bulk of all telemetry data.

Open Source

Open Source Metrics Cloud Transportation

Observability engineering: Getting Prometheus metrics right for Kubernetes with Dynatrace and Kepler

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

Metrics Engineering Energy Tuning

How Dynatrace and ServiceNow Event Management provide deep observability and rapid resolution

Dynatrace

FEBRUARY 14, 2020

A utomatic detection of software service and application availability (including microservices and containers) . Automatic detection of service health and performance incidences, which are synchronized into the Event Management Dashboard. . Prioritize event entries . Dynatrace’s AI engine, Davis, provides : .

Website

Website Cloud Infrastructure Metrics

Part 1: How Dynatrace and GitHub help you deliver better software faster

Dynatrace

AUGUST 16, 2021

Many software delivery teams share the same pain points as they’re asked to support cloud adoption and modernization initiatives. Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Key ingredients required to deliver better software faster.

Software

Software Software Open Source Azure

Kubernetes logging made easy: Comprehensive Kubernetes visibility with Dynatrace

Dynatrace

APRIL 10, 2025

Logging is integral to Kubernetes monitoring In the ever-changing and evolving software development landscape, logs have always been and continue to be – one of the most critical sources of insight. Easily derive metrics and events from logs for dashboarding and prediction.

Analytics

Analytics Metrics Open Source Monitoring

What is digital immunity? Creating secure, resilient software with observability

Dynatrace

NOVEMBER 2, 2022

Why organizations are turning to software development to deliver business value. Digital immunity has emerged as a strategic priority for organizations striving to create secure software development that delivers business value. Software development success no longer means just meeting project deadlines. Autonomous testing.

Software

Software Software Artificial Intelligence DevOps

Software Interrupt Time – ‘si’ Time in top

DZone

FEBRUARY 8, 2021

CPU consumption in Unix/Linux operating systems is studied using eight different metrics: User CPU time , System CPU time , nice CPU time , Idle CPU time , Waiting CPU time , Hardware Interrupt CPU time , Software Interrupt CPU time , Stolen CPU time. In this article let's study ‘Software Interrupt CPU time’.

Software

Software Software Operating System Hardware

Simplify and standardize Dynatrace integration to Jenkins software delivery pipelines with shared libraries

Dynatrace

NOVEMBER 19, 2020

At Dynatrace’s 2020 Perform Conference, we shared approaches for how our customers are using Dynatrace to help them “ Release Better Software Faster ”. Keptn is an event-based platform for continuous delivery and automated operations to help developers focus on code instead of witting tons of configuration and pipeline files.

Software

Software Software DevOps Open Source

What is Prometheus and Why Should You Use It?

DZone

SEPTEMBER 16, 2020

It is monitoring software that integrates with a wide range of systems natively or through the use of plugins. Prometheus can collect metrics about your application and infrastructure. Metrics are small concise descriptions of an event: date, time, and a descriptive value.

Open Source

Open Source Metrics Monitoring Infrastructure

How Red Hat and Dynatrace intelligently automate your production environment

Dynatrace

MAY 6, 2024

Problem remediation is too time-consuming According to the DevOps Automation Pulse Survey 2023 , on average, a software engineer takes nine hours to remediate a problem within a production application. Dynatrace Davis AI identifies the problem and maps the configuration change event to the root cause and the correct entity.

DevOps

DevOps Software Engineering Games Java

Use the Davis® AI to detect outages within your custom data streams

Dynatrace

MARCH 5, 2021

For example, you might be using: any of the 60+ StatsD compliant client libraries to send metrics from various programming languages directly to Dynatrace; any of the 200+ Telegraf plugins to gather metrics from different areas of your environment; Prometheus, as the dominant metric provider and sink in your Kubernetes space.

Metrics

Metrics Network Monitoring Infrastructure

Deliver secure, safe, and trustworthy GenAI applications with Amazon Bedrock and Dynatrace

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

Metrics Serverless Analytics Innovation

Apply AI easily and drive automation at scale with the new Dynatrace Software Intelligence Hub

Dynatrace

FEBRUARY 9, 2021

The Dynatrace Software Intelligence Hub helps enterprises easily apply AI to all technologies and data sources and unlock automation at scale. Just like the Dynatrace Platform, the Software Intelligence Hub is built with automation at its core. It requires a simple and automated approach to provide value at scale.

Software

Software Software Technology Technology

Dynatrace for Developers: Fixing memory leaks in our cloud-native services on k8s

Dynatrace

OCTOBER 14, 2020

Dynatrace enables our customers to monitor and optimize their cloud infrastructure and applications through the Dynatrace Software Intelligence Platform. A big part to the success within Dynatrace is that we use Dynatrace® across the software lifecycle on our own software projects. Dynatrace news. It happened in June 2020.

Cloud

Cloud Development Open Source Monitoring

OpenTelemetry 101: A nontechnical guide for IT leaders and enthusiasts

Dynatrace

JULY 22, 2024

If you work in software development, SRE, or DevOps, you’ve likely heard the terms observability, telemetry, and tracing. These concepts are crucial for understanding how applications behave in production environments, and they’re an essential part of modern software development practices. What is OpenTelemetry?

Latency

Latency Best Practices Metrics Open Source

Getting ready! A taste of what’s to come at Perform 2020’s “Release Better Software Faster” track

Dynatrace

NOVEMBER 25, 2019

As a track captain at this year’s Dynatrace Perform 2020 (February 3-6, 2020), I am excited to lead the “Release Better Software Faster” track. My goal is always to deliver tangible best practices that can be implemented today, and that can help teams transform their organization to true software-centric, digital cloud-native businesses.

DevOps

DevOps Software Software Best Practices

What is log management? How to tame distributed cloud system complexities

Dynatrace

SEPTEMBER 8, 2022

In cloud-native environments, there can also be dozens of additional services and functions all generating data from user-driven events. Metrics, logs , and traces make up three vital prongs of modern observability. As a result, logging tools record large event volumes in real time. What else did the initial event affect?

Cloud

Cloud Systems Analytics DevOps

How OpenFeature — and feature flag standardization —enables high-quality continuous software delivery

Dynatrace

OCTOBER 24, 2022

Earlier this year, Dynatrace announced its involvement in the open source feature flagging project OpenFeature that enables fast-paced, high-quality software development. Organizations need to release software at a high velocity to stay competitive as the pace of business accelerates, but they can’t sacrifice software quality for speed.

Software

Software Software Open Source Cloud

How Dynatrace enhances continuous delivery and manages deployment risk

Dynatrace

JULY 25, 2024

In an era where customer expectations are higher than ever, avoiding outages and failures during software deployments is critical for maintaining trust and satisfaction. Customers can adopt many modern and safe practices with Dynatrace in combination with their existing software pipelines.

Strategy

Strategy Azure Monitoring DevOps

Simplify cloud operations with automated observability into your Azure Automation service

Dynatrace

SEPTEMBER 3, 2020

Receive alerts for any metric event in your Azure Automation account. The Dynatrace Software Intelligence Platform provides a simple one-click setup and integration for ingestion of metrics from Azure Monitor, which facilitates data consolidation. Receive alerts for any metric event in your Azure Automation account.

Azure

Azure Cloud Metrics Best Practices

Transform your operations with Davis AI root cause analysis

Dynatrace

OCTOBER 8, 2024

In an era dominated by automated, code-driven software deployments through Kubernetes and cloud services, human operators simply can’t keep up without intelligent observability and root cause analysis tools. This approach ensures that your operation teams have all the tools they need to manage modern software deployments.

Infrastructure

Infrastructure Cloud Speed Architecture

Dynatrace joins the Microsoft Intelligent Security Association

Reliability indicators that matter to your business: SLOs for all data types

Trending Sources

Transform data into insights with Dynatrace Dashboards and Notebooks

Monitoring GitHub-hosted runners with Dynatrace

New continuous compliance requirements drive the need to converge observability and security

What is observability? Not just logs, metrics and traces

Dynatrace simplifies OpenTelemetry metric collection for context-aware AI analytics

How executives reveal breakthrough insights into customer experiences with Dynatrace to accelerate business growth

Cut costs and complexity: 5 strategies for reducing tool sprawl with Dynatrace

Observability throughout the software development lifecycle increases delivery performance

The keys to selecting a platform for end-to-end observability

Dynatrace innovates again with the release of topology-driven auto-adaptive metric baselines

Intelligent, context-aware AI analytics for all your custom metrics

Helping customers unlock the Power of Possible

How to collect Prometheus metrics in Dynatrace

Implementing service-level objectives to improve software quality

Transparent and confident software delivery with Dynatrace Release Analysis

What is AIOps? A Software Intelligence Approach

DevOps automation: From event-driven automation to answer-driven automation [with causal AI]

Connect Fluentd logs with Dynatrace traces, metrics, and topology data to enhance Kubernetes observability

Tech Transforms podcast: Company Culture, Hyperautomation, User Experience in a Zero Trust World, and Security Metrics – June 2022 recap?

How unified data and analytics offers a new approach to software intelligence

Announcing enterprise-grade observability at scale for OpenTelemetry custom metrics (Part 2)

What is? OpenTelemetry??An open-source standard for logs, metrics, and traces

Observability engineering: Getting Prometheus metrics right for Kubernetes with Dynatrace and Kepler

How Dynatrace and ServiceNow Event Management provide deep observability and rapid resolution

Part 1: How Dynatrace and GitHub help you deliver better software faster

Kubernetes logging made easy: Comprehensive Kubernetes visibility with Dynatrace

What is digital immunity? Creating secure, resilient software with observability

Software Interrupt Time – ‘si’ Time in top

Simplify and standardize Dynatrace integration to Jenkins software delivery pipelines with shared libraries

What is Prometheus and Why Should You Use It?

How Red Hat and Dynatrace intelligently automate your production environment

Use the Davis® AI to detect outages within your custom data streams

Deliver secure, safe, and trustworthy GenAI applications with Amazon Bedrock and Dynatrace

Apply AI easily and drive automation at scale with the new Dynatrace Software Intelligence Hub

Dynatrace for Developers: Fixing memory leaks in our cloud-native services on k8s

OpenTelemetry 101: A nontechnical guide for IT leaders and enthusiasts

Getting ready! A taste of what’s to come at Perform 2020’s “Release Better Software Faster” track

What is log management? How to tame distributed cloud system complexities

How OpenFeature — and feature flag standardization —enables high-quality continuous software delivery

How Dynatrace enhances continuous delivery and manages deployment risk

Simplify cloud operations with automated observability into your Azure Automation service

Transform your operations with Davis AI root cause analysis

Stay Connected