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 235

Metrics DevOps Tuning Virtualization 235

DZone

FEBRUARY 20, 2023

In software engineering, we've learned that building robust and stable applications has a direct correlation with overall organization performance. The data community is striving to incorporate the core concepts of engineering rigor found in software communities but still has further to go. Posted with permission.

Software Engineering 264

Software Engineering Engineering Software Software 264

DZone

JANUARY 10, 2020

Understanding software quality metrics, especially in automated testing, helps us identify what is working well and what needs improvement. It is, therefore, critical to our product success that we can accurately measure and track test results to ensure our testing is delivering against our business goals.

Metrics 162

Metrics Software Software Testing 162

Dynatrace

MARCH 29, 2023

With this Google Cloud Ready integration, Dynatrace ensures that AlloyDB for PostgreSQL users can now ingest metrics along with existing Google Cloud data. To learn more about Dynatrace’s expertise with AlloyDB, visit the Dynatrace Software Intelligence Hub.

Google 228

Google Metrics Cloud Analytics 228

Scalegrid

JANUARY 25, 2024

You will need to know which monitoring metrics for Redis to watch and a tool to monitor these critical server metrics to ensure its health. Redis returns a big list of database metrics when you run the info command on the Redis shell. You can pick a smart selection of relevant metrics from these.

Metrics 130

Metrics Monitoring Latency Cache 130

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 210

Metrics Infrastructure Open Source Database 210

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 363

Metrics Open Source Monitoring Infrastructure 363

DZone

MAY 12, 2021

"Employing these Metrics to excel the performance of code directly impacts the profitability of the business. Achieving high-quality standards ultimately increases the ROI of the software. Consider it as a matter of choosing between investing excess time as well as resources initially or wasting the same later in fixing issues".

Code 226

Code Metrics Efficiency Engineering 226

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 272

Software Software Benchmarking Latency 272

DZone

JUNE 12, 2020

Software projects are becoming complex, larger, more integrated, and are implemented by the use of several varieties of technologies. These various technologies need to be managed and organized to deliver a quality product. Quality attributes usually assessed and analyzed at the architecture level, not at the code level.

Software Architecture 258

Software Architecture Architecture Software Software 258

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 189

Metrics Open Source Traffic Cache 189

Dynatrace

DECEMBER 9, 2020

Recently we simplified observability for custom metrics and opened up Dynatrace OneAgent for integration of metrics from various sources like StatsD , Telegraf , and Prometheus. We’re therefore happy to introduce the new metric browser , available as an Early Adopter release with Dynatrace version 1.207.

Metrics 151

Metrics Analytics Availability Monitoring 151

DZone

NOVEMBER 9, 2021

Metrics abstract you away from all details. You can gauge metrics fast, but you can’t (read shouldn’t) make a decision purely based on them.nnTo be honest, this concentration on metrics boggles my mind. As soon as some process (like gathering metrics) becomes a goal (vs. Metrics abstract you away from all details.

Software 245

Software Software Code Energy 245

Dynatrace

MARCH 16, 2022

Now, Dynatrace has the ability to turn numerical values from logs into metrics, which unlocks AI-powered answers, context, and automation for your apps and infrastructure, at scale. Whatever your use case, when log data reflects changes in your infrastructure or business metrics, you need to extract the metrics and monitor them.

Metrics 223

Metrics Lambda Infrastructure Monitoring 223

DZone

OCTOBER 9, 2023

which we have to review for our report; why add a new metric to the list? Actually, the Coefficient of Variation (CoV) stands out as a valuable metric to prove that your application will perform reliably under various conditions. Most performance tools already report a bunch of them (e.g., average, min, max, percentiles.),

Software Performance 152

Software Performance Performance Testing Software Software 152

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. Seamlessly report and be alerted on topology-related custom metrics.

Metrics 246

Metrics Analytics Storage Monitoring 246

DZone

AUGUST 21, 2019

Software engineering productivity or velocity metrics have always been a very debated topic. In this article, I want to list the different velocity metrics and see how and when you can use them, and sometimes perhaps not at all. Let’s start with a review of what software engineering metrics are, and are not.

Metrics 100

Metrics Software Software Software Engineering 100

Simform

SEPTEMBER 28, 2022

Thanks to agile methodology, the importance of measuring the overall productivity of a software team is drastically increased. Businesses are now keen on adopting software development metrics and have also started monitoring different Key Performance Indicators (KPIs) to merge quality gaps within the software product.

Software 52

Software Software Metrics Development 52

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 200

Analytics Software Software Storage 200

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 226

Open Source Software Software Code 226

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 210

Monitoring Software Software DevOps 210

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 205

Software Software Artificial Intelligence DevOps 205

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 206

Innovation Software Software Cloud 206

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 40 – Security Metrics: Measure Twice, Cut Once with Rick Stewart. Enjoy the summer break!

Metrics 205

Metrics Social Media Government Media 205

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. How to get started.

Code 225

Code Software Software DevOps 225

Dynatrace

OCTOBER 26, 2020

Dynatrace has recently enhanced its Metrics APIs, allowing everyone to send any type of metric with any set of data dimension to Davis, Dynatrace’s AI engine. In our conversation, I mentioned the new Dynatrace Metrics ingestion and off we went. ?? There are many use cases for using this API.

Innovation 159

Innovation Metrics Hardware Games 159

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. Services and metrics that show version information will be added.

Software 242

Software Software Strategy Metrics 242

Dynatrace

NOVEMBER 23, 2020

Today’s highly dynamic, heterogeneous, and complex software systems require organizations to establish observability for all provided cloud-native services. T o get performance insights into applications and efficiently troubleshoot and optimize them, you need precise and actionable analytics across the entire software life cycle.

Metrics 151

Metrics Open Source Tuning Analytics 151

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 227

Open Source Metrics Cloud Transportation 227

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 264

Software Software Artificial Intelligence Metrics 264

Dynatrace

APRIL 8, 2022

Detailed performance analysis for better software architecture and resource allocation. All metrics, traces, and real user data are also surfaced in the context of specific events. With Dynatrace, you can create custom metrics based on user-defined log events. So, let’s compare the two approaches for ingesting logs.

Metrics 188

Metrics Analytics Software Architecture Open Source 188

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 189

Software Software Operating System Hardware 189

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 219

Metrics Innovation Strategy Monitoring 219

DZone

AUGUST 21, 2021

Consumers and enterprises alike expect more from software. Speed, UX, availability, and frequency of updates are increasingly important with mobile apps. The responsibility of developers keeps growing, and as mobile apps get more complex, new tools for mobile performance monitoring and testing are being born.

Mobile 246

Mobile Metrics Performance Speed 246

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 181

Software Software Open Source Cloud 181

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 143

Metrics Open Source Lambda Serverless 143

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