Dynatrace

JANUARY 22, 2025

By integrating Dynatrace with GitHub Actions, you can proactively monitor for potential issues or slowdowns in the deployment processes. 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 242

Monitoring DevOps Metrics Virtualization 242

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 263

Social Media Metrics Network Analytics 263

Dynatrace

SEPTEMBER 28, 2021

Now, with the hard work done, you can sit back, relax, and witness the collaboration between your Dev and Ops teams as they deliver better quality software faster. The emerging concepts of working with DevOps metrics and DevOps KPIs have really come a long way. DevOps metrics to help you meet your DevOps goals.

DevOps 246

DevOps Metrics Traffic Efficiency 246

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. Hence, having a dedicated dashboard tile visualizing the key parameters of each SLO simplifies the process of evaluating them.

Metrics 277

Metrics Availability Monitoring Scalability 277

DZone

JULY 21, 2022

There are several software products on the market that are used for their varied applications. This software makes the different tasks easier and allows for increased efficiency and performance. With the development in technology, the software gets upgraded with the latest updates.

Software 246

Software Software Development Metrics 246

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 306

Software Software Benchmarking Latency 306

Dynatrace

OCTOBER 4, 2024

Today, development teams suffer from a lack of automation for time-consuming tasks, the absence of standardization due to an overabundance of tool options, and insufficiently mature DevSecOps processes. This leads to frustrating bottlenecks for developers attempting to build and deliver software.

Software 278

Software Software Development Performance 278

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

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. It’s about uncovering insights that move business forward. With over 2.5

Innovation 288

Innovation Cloud Strategy AWS 288

Dynatrace

MAY 18, 2022

With the most important components becoming release candidates , Dynatrace now supports the full OpenTelemetry specification on all runtimes and automatically adds intelligence to metrics at enterprise scale. So these metrics are immensely valuable to SRE and DevOps teams. Automation and intelligence for metrics at enterprise scale.

Metrics 246

Metrics DevOps Tuning Virtualization 246

Dynatrace

AUGUST 16, 2022

Pre-formatting and unifying data with domain-related attributes on-source where the info is logged, might require software reconfiguration or even be impossible. Log files provide an unparalleled level of detail about the performance of your software. Log processing enables: Extraction of attributes for analysis, metrics, and alerting.

Processing 246

Processing Metrics Monitoring Java 246

Dynatrace

SEPTEMBER 3, 2020

The second major concern I want to discuss is around the data processing chain. metrics) but it’s just adding another dataset and not solving the problem of cause-and-effect certainty. The four stages of data processing. Four stages of data processing with a costly tool switch.

Software 264

Software Software Artificial Intelligence Metrics 264

DZone

NOVEMBER 28, 2022

Early this year, the book Software Architecture Metrics: Case Studies to Improve the Quality of Your Architecture was published. Intro and Problem Statement. Christian Ciceri, co-founder and chief architect for Apiumhub, is one of the co-authors.

Processing 223

Processing Software Architecture Architecture Metrics 223

Dynatrace

FEBRUARY 21, 2024

To remain competitive in today’s fast-paced market, organizations must not only ensure that their digital infrastructure is functioning optimally but also that software deployments and updates are delivered rapidly and consistently. They help foster confidence and consistency throughout the entire software development lifecycle (SDLC).

Speed 264

Speed Software Software Latency 264

DZone

NOVEMBER 9, 2021

It’s much better to build your process around quality checks than retrofit these checks into the existent process. NIST did classic research to show that catching bugs at the beginning of the development process could be more than ten times cheaper than if a bug reaches production. Metrics abstract you away from all details.

Software 245

Software Software Code Design 245

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

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 277

Metrics Innovation Strategy Monitoring 277

Dynatrace

JANUARY 31, 2024

Organizations choose data-driven approaches to maximize the value of their data, achieve better business outcomes, and realize cost savings by improving their products, services, and processes. However, there are many obstacles and limitations along the way to becoming a data-driven organization. Understanding the context.

Analytics 272

Analytics Processing Transportation Storage 272

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 246

Analytics Software Software Storage 246

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. Each entry represents a process group instance. “To release or not to release?”

Software 246

Software Software Strategy Metrics 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

JUNE 20, 2022

The growing popularity of open source software presents new risks associated with vulnerable libraries. In response, organizations have adopted additional security tools, such as software composition analysis, that scan code libraries for vulnerabilities. What is software composition analysis?

Open Source 246

Open Source Software Software Code 246

Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Adding the Dynatrace plug-in is easy.

Metrics 245

Metrics Analytics Software Architecture Open Source 245

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 246

Open Source Metrics Cloud Transportation 246

Dynatrace

MAY 17, 2023

Anyone who’s concerned with developing, delivering, and operating software knows the importance of making software and the systems it runs on observable. That is, relying on metrics, logs, and traces to understand what software is doing and where it’s running into snags. What is OpenTelemetry?

Metrics 245

Metrics Open Source Traffic Cache 245

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. The ability to scale testing as part of the software development lifecycle (SDLC) has proven difficult.

Monitoring 246

Monitoring Software Software DevOps 246

Dynatrace

FEBRUARY 9, 2022

One of the primary drivers behind digital transformation initiatives is the desire to streamline application development and delivery to bring higher quality, more secure software to market faster. Dynatrace enables software intelligence as code. Dynatrace news.

Code 246

Code Software Software DevOps 246

DZone

AUGUST 21, 2021

Consumers and enterprises alike expect more from software. But this process usually takes a couple of weeks. Speed, UX, availability, and frequency of updates are increasingly important with mobile apps. During that time, users can get frustrated with performance issues making them more likely to leave a bad review in the app store.

Mobile 246

Mobile Metrics Performance Speed 246

Dynatrace

APRIL 13, 2021

With Dynatrace, you only need to install a single OneAgent per host to collect all relevant metrics from 100% of your application-delivery chain. As with any other software, OneAgent instances need to be maintained, updated, and monitored. However, the OneAgent lifecycle doesn’t end with deployment. Why is this important?

Processing 264

Processing Monitoring Performance Availability 264

Dynatrace

AUGUST 17, 2021

2020 cemented the reality that modern software development practices require rapid, scalable delivery in response to unpredictable conditions. Microservices are flexible, lightweight, modular software services of limited scope that fit together with other services to deliver full applications. Dynatrace news. What are microservices?

Architecture 246

Architecture Software Software Development 246

Dynatrace

AUGUST 17, 2021

2020 cemented the reality that modern software development practices require rapid, scalable delivery in response to unpredictable conditions. Microservices are flexible, lightweight, modular software services of limited scope that fit together with other services to deliver full applications. Dynatrace news. What are microservices?

Architecture 246

Architecture Software Software Development 246

Dynatrace

DECEMBER 16, 2022

Software should forward innovation and drive better business outcomes. But legacy, custom software can often prevent systems from working together, ultimately hindering growth. Fed up with the technical debt of traditional platform approaches, IT teams often embrace best-of-breed software-as-a-service solutions.

Innovation 246

Innovation Software Software Cloud 246

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Processing 219

Processing Big Data Efficiency Engineering 219

Dynatrace

SEPTEMBER 29, 2021

In part one of this series , I talked through the common pain points software delivery teams face as they’re asked to support cloud adoption and modernization initiatives. Monaco also fits to the GitOps process and mindset – where one describes the desired state of the whole system using a declarative specification for each environment.

Software 246

Software Software Open Source DevOps 246

Dynatrace

AUGUST 16, 2021

Many software delivery teams share the same pain points as they’re asked to support cloud adoption and modernization initiatives. These include spending too much time on manual processes, finger-pointing due to siloed teams, and poor customer experience because of unplanned work. Dynatrace news. Topics in this blog series.

Software 246

Software Software Open Source Azure 246

DZone

JANUARY 18, 2023

Code coverage is a software quality metric commonly used during the development process that let’s you determine the degree of code that has been tested (or executed). To achieve optimal code coverage, it is essential that the test implementation (or test suites) tests a majority percent of the implemented code.

Code 319

Code Java C++ Metrics 319

Dynatrace

FEBRUARY 2, 2022

In September, we announced the availability of the Dynatrace Software Intelligence Platform on Microsoft Azure as a SaaS solution and natively in the Azure portal. This means you no longer have to procure new hardware, which can be a time-consuming and expensive process. Dynatrace news.

Azure 325

Azure Availability Hardware Innovation 325