Dynatrace

APRIL 28, 2021

Answering this question requires careful management of release risk and analysis of lots of data related to each release version of your software. Answers provided by built-in Dynatrace Release Analysis. How Release Analysis works. Metadata is mapped according to technology standards and detection strategies. version=42.

Software 242

Software Software Strategy Metrics 242

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 186

Metrics Engineering Energy Tuning 186

Dynatrace

MARCH 29, 2023

Google Cloud Ready – AlloyDB is a new designation for the solutions of Google Cloud’s technology partners that integrate with AlloyDB. With this Google Cloud Ready integration, Dynatrace ensures that AlloyDB for PostgreSQL users can now ingest metrics along with existing Google Cloud data.

Google 228

Google Metrics Cloud Analytics 228

Dynatrace

OCTOBER 4, 2022

Still, it is critical to collect, store, and make easily accessible these massive amounts of log data for analysis. Current analytics tools are fragmented and lack context for meaningful analysis. The post Any analysis, any time: Dynatrace Log Management and Analytics powered by Grail appeared first on Dynatrace news.

Analytics 243

Analytics Artificial Intelligence Storage Serverless 243

Dynatrace

FEBRUARY 2, 2023

Technology and business leaders express increasing interest in integrating business data into their IT observability strategies, citing the value of effective collaboration between business and IT. Observability fault lines The monitoring of complex and dynamic IT systems includes real-time analysis of baselines, trends, and anomalies.

Analytics 210

Analytics Metrics DevOps Storage 210

Dynatrace

SEPTEMBER 29, 2021

Prometheus collects metrics from a number endpoints that expose metrics in the OpenMetrics format. So it’s no surprise that Amazon has announced the Amazon Managed Service for Prometheus (AMP) which supports open metric collection and brokerage from systems and applications that run on AWS. Dynatrace support for AMP.

Technology 219

Technology Technology Monitoring AWS 219

Dynatrace

SEPTEMBER 28, 2021

As we look at today’s applications, microservices, and DevOps teams, we see leaders are tasked with supporting complex distributed applications using new technologies spread across systems in multiple locations. The emerging concepts of working with DevOps metrics and DevOps KPIs have really come a long way. Change failure rate.

DevOps 209

DevOps Metrics Traffic Efficiency 209

Dynatrace

SEPTEMBER 14, 2022

Does that mean that reactive and exploratory data analysis, often done manually and with the help of dashboards, are dead? A year ago, we introduced the Data explorer , the recommended tool for exploring and visualizing your metric data in Dynatrace. You can now control the displayed unit as well as the number format.

Metrics 238

Metrics Analytics Monitoring Efficiency 238

Dynatrace

JANUARY 12, 2021

In Part 1 we explored how you can use the Davis AI to analyze your StatsD metrics. In Part 2 we showed how you can run multidimensional analysis for external metrics that are ingested via the OneAgent Metric API. Analyzing Prometheus metrics in Kubernetes is challenging. Unlocking the power of Prometheus metrics.

Metrics 185

Metrics Open Source Monitoring Analytics 185

Dynatrace

JUNE 20, 2022

In response, organizations have adopted additional security tools, such as software composition analysis, that scan code libraries for vulnerabilities. To handle the increasing complexity of open source software, software composition analysis (SCA) has become an important tool. What is software composition analysis?

Open Source 226

Open Source Software Software Code 226

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

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. This also applies to logging use cases for certain technologies. Manual tracking of metrics from logs is too complex at scale.

Metrics 223

Metrics Lambda Infrastructure Monitoring 223

Dynatrace

FEBRUARY 3, 2021

In Part 1 we explored how you can use the Davis AI to analyze your StatsD metrics. Part 2 showed how to run multidimensional analysis for external metrics that are ingested via the OneAgent Metric API. In Part 3 we discussed how the Davis AI can analyze your metrics from scripting languages like Bash or PowerShell.

Metrics 169

Metrics Open Source Monitoring Technology 169

Dynatrace

APRIL 8, 2022

It collects, processes, and outputs log files to and from a wide variety of technologies. Precise, AI-powered anomaly root-cause determination based on automatic log analysis and custom user-defined events. Detailed performance analysis for better software architecture and resource allocation.

Metrics 188

Metrics Analytics Software Architecture Open Source 188

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 Monitoring Infrastructure 363

Dynatrace

JULY 31, 2020

We’re happy to announce that with Dynatrace version 1.198, we’ve dramatically improved CPU analysis, allowing you to easily understand CPU consumption over time, in the context of your workloads. The improved filter bar allows you to search for workloads by name, tags, or technology. Fully automated code-level visibility.

Monitoring 240

Monitoring Performance Java Processing 240

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 189

Metrics Open Source Traffic Cache 189

Dynatrace

OCTOBER 15, 2021

These are just a few of the open-source technologies you may encounter as you research observability solutions for managing complex multicloud IT environments and the services that run on them. In fact, these technologies have become so prevalent that anybody who may not know the full scope of the topic may be afraid to ask.

Open Source 227

Open Source Metrics Cloud Transportation 227

Dynatrace

NOVEMBER 3, 2020

Welcome to the blog series where we give you a deeper dive into the latest awesomeness around Dynatrace : how we bring scale, zero configuration, automatic AI driven alerting, and root cause analysis to all your custom metrics, including open source observability frameworks like StatsD, Telegraf, and Prometheus.

Metrics 163

Metrics Open Source Monitoring Traffic 163

Dynatrace

AUGUST 5, 2020

Recently introduced improvements to Visually complete and new web performance metrics for Real User Monitoring are now available for Synthetic Monitoring as well. Ensure better user experience with paint-focused performance metrics. These metrics are tightly connected to the perceived load speed of your application.

Metrics 223

Metrics Monitoring Performance Benchmarking 223

Dynatrace

APRIL 3, 2024

Indeed, a recent report found that 84% of technology leaders agree that multicloud complexity makes it more difficult to protect applications from security vulnerabilities and attacks. A security operations center plays a crucial role in protecting a state agency by focusing on threat detection, analysis, and response.

Government 164

Government Social Media Metrics Infrastructure 164

Dynatrace

NOVEMBER 23, 2020

With observability across all these technologies, teams can quickly deploy high-quality releases that deliver outstanding customer experiences. New OpenTelemetry metrics exporters provide the broadest language support on the market. Gathering performance metrics like memory usage from systems where an agent can’t be installed.

Metrics 151

Metrics Open Source Tuning Analytics 151

Dynatrace

APRIL 8, 2022

It collects, processes, and outputs log files to and from a wide variety of technologies. Precise, AI-powered anomaly root-cause determination based on automatic log analysis and custom user-defined events. Detailed performance analysis for better software architecture and resource allocation.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

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

FEBRUARY 1, 2024

To overcome these complex issues, teams must quickly find root causes among numerous alerts and metrics. Based on the topology model, detected dependencies, and thousands of events and metrics, Davis AI can pinpoint the origin of an issue. Host technologies in use with status information and links to processes.

Infrastructure 190

Infrastructure Metrics Network Monitoring 190

Dynatrace

NOVEMBER 17, 2020

The rapidly evolving digital landscape is one important factor in the acceleration of such transformations – microservices architectures, service mesh, Kubernetes, Functions as a Service (FaaS), and other technologies now enable teams to innovate much faster. New cloud-native technologies make observability more important than ever….

Analytics 161

Analytics Technology Technology Cloud 161

Dynatrace

FEBRUARY 1, 2024

With multiple database technologies in use, this poses a challenge to DBAs who must observe the different technologies using different management tools. Therefore, organizations increasingly seek a centralized database monitoring solution to identify irregularities and patterns across systems and different technologies.

Database 192

Database Monitoring Games Metrics 192

Dynatrace

JULY 25, 2023

Dynatrace applies these techniques to the broadest set of modalities in the market, including the data types of metrics, traces, logs, behavior, topology, dependencies, events, and more, with unmatched precision for precise predictions, accurate determinations, and meaningful insights.

Best Practices 239

Best Practices Analytics Metrics Code 239

Dynatrace

MARCH 15, 2024

As organizations strive for observability and data democratization, OpenTelemetry emerges as a key technology to create and transfer observability data. Understanding OpenTelemetry OpenTelemetry is an open, vendor-neutral standard for creating, collecting, and transferring telemetry data, like traces, metrics, and logs.

Open Source 291

Open Source Best Practices Infrastructure Tuning 291

Dynatrace

FEBRUARY 28, 2024

SRG is a potent tool that automates the analysis of release impacts, ensuring validation of service availability, performance, and capacity objectives throughout the application ecosystem by examining the effect of advanced test suites executed earlier in the testing phase.

DevOps 212

DevOps Metrics Engineering Analytics 212

Dynatrace

FEBRUARY 1, 2024

Multicloud strategy: Balancing potential with complexity in modern IT ecosystems In the ever-changing digital world, cloud technologies are crucial in driving business innovation and adaptability. Centralization brings all the critical metrics and logs into one place, providing a holistic perspective over your cloud environment.

Cloud 214

Cloud Strategy Metrics Government 214

Dynatrace

JANUARY 31, 2024

Today’s multicloud environments consist of hundreds of applications, hundreds of thousands of hosts and containers, and use an ever-increasing number of technologies. Removing blind spots proactively prevents security incidents and ensures that performance metrics reflect the true state of the environment.

Analytics 181

Analytics Infrastructure Monitoring Cloud 181

Dynatrace

MARCH 18, 2024

OpenTelemetry standardizes how organizations instrument, generate, and collect telemetry data for analysis and provides community-based support. OpenTelemetry is gaining increasing importance in collecting telemetry data,” said Alois Reitbauer, Chief Technology Strategist at Dynatrace. Ingest and multiplex data.

Scalability 271

Scalability Open Source Analytics Innovation 271

Dynatrace

SEPTEMBER 8, 2023

In part 2, we’ll show you how to retrieve business data from a database, analyze that data using dashboards and ad hoc queries, and then use a Davis analyzer to predict metric behavior and detect behavioral anomalies. Dynatrace users typically use extensions to pull technical monitoring data, such as device metrics, into Dynatrace.

Database 277

Database Artificial Intelligence Metrics Monitoring 277

Dynatrace

DECEMBER 4, 2023

OpenTelemetry has become a standard for collecting traces, metrics, and logs. Given the prevalence of Python in AI model development, OpenTelemetry serves as a robust standard for collecting observability data, including traces, metrics, and logs. Maintained under the Apache 2.0 However, Python models are trickier.

Open Source 265

Open Source Latency Metrics Java 265

Dynatrace

AUGUST 10, 2023

Dynatrace business events provide precise, real-time business metrics that support fine-grained business decisions and auditable business reporting. Additionally, Dynatrace business events enable organizations to explore and analyze large, long-term data sets without pre-indexing, which allows for flexible and comprehensive data analysis.

Database 233

Database Metrics Retail Analytics 233

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. With this announcement, Dynatrace brings the value of its AI engine, the scale, security, and automation of Dynatrace OneAgent and the scale of our platform (which can handle 50,000 hosts) to open source technologies so that you get the best of both worlds.

Open Source 259

Open Source Metrics Analytics Tuning 259