Dynatrace

JUNE 3, 2022

So, whenever your end users’ digital experience is bogged down by a problem, whether it’s the result of a synthetic test (browser and synthetic), mobile app monitoring, or web monitoring, your teams need to see the most pertinent information about the impact and the root cause at a glance.

Metrics 221

Metrics Mobile IoT Monitoring 221

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 175

Metrics Engineering Energy Tuning 175

CSS Wizardry

JUNE 30, 2023

I never thought I’d write an article in defence of DOMContentLoaded , but here it is… For many, many years now, performance engineers have been making a concerted effort to move away from technical metrics such as Load , and toward more user-facing, UX metrics such as Speed Index or Largest Contentful Paint. Or are they…? That’s late!

Metrics 326

Metrics Google Monitoring Analytics 326

Dynatrace

AUGUST 16, 2023

SLO monitoring and alerting on SLOs using error-budget burn rates are critical capabilities that can help organizations achieve that goal. SLOs are specifically processed metrics that help businesses balance breakthroughs with reliability. What is SLO monitoring? And what is an error budget burn rate?

Monitoring 182

Monitoring DevOps Metrics Innovation 182

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 197

Metrics Infrastructure Open Source Database 197

Dynatrace

MAY 24, 2023

Dynatrace is proud to provide deep monitoring support for Azure Linux as a container host operating system (OS) platform for Azure Kubernetes Services (AKS) to enable customers to operate efficiently and innovate faster. Today, it’s a generally available container host for AKS and AKS-HCI. Resource utilization management.

Azure 223

Azure Monitoring Operating System Virtualization 223

Dynatrace

MARCH 11, 2020

In many cases, events are generated as these workloads go through different phases of their life cycles. For instance, events appear when the scheduler performs actions to bring workloads back to a desired state. For better or worse, every Kubernetes user learns about the CrashLoopBackOff and ImagePullBackOff events.

Metrics 228

Metrics Analytics Monitoring Cloud 228

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 207

Metrics Innovation Strategy Monitoring 207

Dynatrace

DECEMBER 9, 2020

Don’t worry, when it comes to SAP monitoring, Dynatrace has you covered. Dynatrace ActiveGate extensions allow you to integrate Dynatrace monitoring with any remote technology that exposes an interface. Today we’re proud to announce that we’ve extended our SAP monitoring capabilities to support SAP HANA databases.

Infrastructure 196

Infrastructure Database Monitoring Metrics 196

Dynatrace

NOVEMBER 9, 2023

Easily monitor your Nutanix clusters with Dynatrace The Dynatrace Nutanix Cluster Extension offers straightforward yet powerful features to help you streamline your monitoring with an easy one-click activation via Dynatrace Hub. However, this approach doesn’t provide seamless monitoring coverage.

Virtualization 189

Virtualization Storage Metrics Monitoring 189

Dynatrace

JUNE 7, 2023

It shows critical SLOs for latency and availability, as well as the most important OpenAI generative AI service metrics, such as response time, error count, and the overall number of requests. OneAgent can automatically monitor all C#,NET, Java, Go, and NodeJS bindings.

Monitoring 162

Monitoring Latency Metrics Azure 162

Dynatrace

SEPTEMBER 5, 2023

Running Databases efficiently is crucial for business success Monitoring databases is essential in large IT environments to prevent potential issues from becoming major problems that result in data loss or downtime. They enable you to monitor the performance of your database layer, even in complex environments.

Database 197

Database Metrics Monitoring Servers 197

Dynatrace

MAY 3, 2024

Log data—the most verbose form of observability data, complementing other standardized signals like metrics and traces—is especially critical. SREs and DevOps engineers need cloud logs in an integrated observability platform to monitor the whole software development lifecycle. Managing this change is difficult.

Cloud 214

Cloud Lambda AWS Analytics 214

Dynatrace

OCTOBER 14, 2019

You might already use Dynatrace Log Monitoring to gain direct access to the log content of your system’s mission-critical processes. Log Monitoring is a great way to search for text patterns like log files with errors or exceptions. In such cases, you need the ability to turn log data into custom metrics.

Metrics 117

Metrics Monitoring AWS Availability 117

Dynatrace

MARCH 14, 2023

Available directly from the AWS Marketplace , Dynatrace provides full-stack observability and AI to help IT teams optimize the resiliency of their cloud applications from the user experience down to the underlying operating system, infrastructure, and services. Auto-detection starts monitoring new virtual machines as they are deployed.

AWS 278

AWS Lambda Serverless Virtualization 278

Dynatrace

MARCH 27, 2024

Overseeing SaaS security and monitoring audit logs across multiple SaaS applications is complex, which often involves building and maintaining dedicated integrations for each application that can retrieve audit logs. Let’s see a pie chart with the breakdown of log events per SaaS application.

AWS 242

AWS Analytics Government Monitoring 242

Dynatrace

MARCH 20, 2024

Numerous hurdles can hinder successful deployments, from resource constraints to external dependencies and monitoring inadequacies. Infrastructure health The underlying infrastructure’s health directly impacts application availability and performance. Ensuring that your monitoring solution monitors your cluster.

Open Source 264

Open Source Hardware DevOps Infrastructure 264

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 200

DevOps Metrics Engineering Analytics 200

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. Focusing on a particular data center reveals a detailed list of all the monitored hosts.

Infrastructure 178

Infrastructure Metrics Network Monitoring 178

The Netflix TechBlog

APRIL 27, 2023

A few years ago, we were paged by our SRE team due to our Metrics Alerting System falling behind — critical application health alerts reached engineers 45 minutes late! Hence, we started down the path of alert evaluation via real-time streaming metrics. This has proven to be valuable towards reducing Mean Time to Recover (MTTR).

Storage 288

Storage Cache Metrics Database 288

Dynatrace

JANUARY 4, 2024

Traditional analytics and AI systems rely on statistical models to correlate events with possible causes. Causal AI is a different approach that goes beyond event correlations to understand the underlying reasons for trends and patterns. It uses fault-tree analysis to identify the component events that cause outcomes at a higher level.

Government 197

Government Analytics Benchmarking Storage 197

Dynatrace

MARCH 5, 2021

In today’s complex IT environments, the sheer volume of data created makes it impossible for humans to monitor, comprehend, or troubleshoot problems before they impact the experience of your end users. How can you ensure that the measurements are always available and healthy? Alert on unhealthy metric states and missing data.

Metrics 211

Metrics Network Monitoring Infrastructure 211

Dynatrace

FEBRUARY 8, 2021

Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. Logs and events play an essential role in this mix; they include critical information which can’t be found anywhere else, like details on transactions, processes, users and environment changes.

Cloud 258

Cloud Azure Analytics AWS 258

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. Comparing log monitoring, log analytics, and log management. These two processes feed into one another.

Systems 183

Systems Cloud Analytics DevOps 183

Dynatrace

SEPTEMBER 13, 2023

Dynatrace AutomationEngine workflows automate release validation using AWS Well-Architected pillars With Dynatrace, you can create workflows that automate various tasks based on events, schedules or Davis problem triggers. Workflows are powered by a core platform technology of Dynatrace called the AutomationEngine.

AWS 243

AWS Efficiency Azure Cloud 243

Dynatrace

JULY 11, 2023

Many global enterprises have instrumented their code to emit traces, metrics, and logs in a standardized and vendor-neutral way using OpenTelemetry. While ingestion of OpenTelemetry traces and metrics into Dynatrace is supported, companies often prefer to collect logs in the OpenTelemetry format.

Open Source 211

Open Source Analytics Metrics Cloud 211

Dynatrace

APRIL 21, 2022

Dynatrace Application Performance Management (APM) has long provided multiple options for database monitoring, including deep insights into code and statements, service level visibility, connection pool monitoring, and more. The new Dynatrace database monitoring extensions are ready to use out-of-the-box. SAP HanaDB. SAP HanaDB.

Database 239

Database DevOps Analytics Servers 239

The Netflix TechBlog

JUNE 1, 2023

New content or national events may drive brief spikes, but, by and large, traffic is usually smoothly increasing or decreasing. It also included metadata about ads, such as ad placement and impression-tracking events. We also constructed and checked our ad monitoring and alerting system during this period.

Traffic 342

Traffic Best Practices Systems Testing 342

Dynatrace

JANUARY 31, 2024

Bringing together metrics, logs, traces, problem analytics, and root-cause information in dashboards and notebooks, Dynatrace offers an end-to-end unified operational view of cloud applications. Managing regressions and model drift is crucial when deploying and monitoring machine learning models in operation, especially as new data comes in.

Cache 201

Cache Azure Infrastructure Monitoring 201

Dynatrace

MAY 7, 2019

Red Hat just announced the availability of their OpenShift 4.0 This is why we’re proud to announce fully automated and AI-powered full-stack monitoring for OpenShift 4.0 Traditional monitoring systems cannot keep up with the speed of change in those highly dynamic large-scale container environments.

Monitoring 201

Monitoring Architecture Metrics Analytics 201

Percona

APRIL 17, 2023

Still, as DBA, you want to use Percona Monitoring and Management (PMM) for better database insights and maintain a common policy of Datadog as a standard alerting or high-level observability tool. Percona Monitoring and Management is not intended to replace Datadog; rather, they work better together. openmetrics.d/conf.yaml

Monitoring 72

Monitoring Metrics Database Open Source 72

Dynatrace

JANUARY 17, 2022

Log Monitoring API v2 /logs/search response change: each element’s value in the additionalColumns structure is now an array of strings rather than just a string. Removed seven-day preview from create/edit custom event for alerting pages. Calculated app, log, and service metrics now consume Davis data units (Metrics pool).

Metrics 192

Metrics Monitoring Availability Testing 192

Dynatrace

DECEMBER 27, 2022

By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. In what follows, we explore some of these best practices and guidance for implementing service-level objectives in your monitored environment. Best practices for implementing service-level objectives.

Software 259

Software Software Benchmarking Latency 259

Dynatrace

APRIL 7, 2023

Now, customers can use streamed responses to build more responsive applications by sending partial responses to clients as the response becomes available. Triggering the Lambda function is event-driven and could include changes in state or an update to a file. Auto-detection starts monitoring new virtual machines as they are deployed.

Lambda 212

Lambda AWS Serverless Latency 212

Dynatrace

AUGUST 9, 2023

With up to 70% of security events going uninvestigated, security analysts need all the help they can get. After a security event, many organizations often don’t know for months (or even years) when why or how it happened. Analysts can use AutomationEngine to continuously monitor and respond to IoCs.

Analytics 215

Analytics Metrics Database Storage 215

Dynatrace

NOVEMBER 3, 2020

Dynatrace v2 APIs transform your entire organization by making it easy to get started with monitoring automation and to solve your business problems with data-driven answers. All filters and problem meta-information that are available in our own problem list are now seamlessly available through the public Problems REST API v2.

Metrics 244

Metrics Monitoring Efficiency Availability 244

Dynatrace

JANUARY 19, 2020

Having released this functionality in a Preview Release back in May 2019, we’re now happy to announce the General Availability of our SAP ABAP monitoring extension. Why SAP ABAP platform monitoring in Dynatrace? What is ABAP platform monitoring? Monitoring is purely remote and implemented using public SAP ABAP interfaces.

Monitoring 153

Monitoring Best Practices Infrastructure Servers 153