Dynatrace

JULY 29, 2022

What is log analytics? Log analytics is the process of viewing, interpreting, and querying log data so developers and IT teams can quickly detect and resolve application and system issues. In what follows, we explore log analytics benefits and challenges, as well as a modern observability approach to log analytics.

Analytics 178

Analytics Storage Retail Monitoring 178

Dynatrace

AUGUST 9, 2023

In this blog post, we’ll use Dynatrace Security Analytics to go threat hunting, bringing together logs, traces, metrics, and, crucially, threat alerts. Instead, we want to focus on detecting and stopping attacks before they happen: In your applications, in context, at the exact line of code that is vulnerable and in use.

Analytics 192

Analytics AWS Strategy Infrastructure 192

Dynatrace

NOVEMBER 3, 2023

already address SNMP, WMI, SQL databases, and Prometheus technologies, serving the monitoring needs of hundreds of Dynatrace customers. JMX monitoring extensions are currently being migrated. Extensions can monitor virtually any type of technology in your environment. and focusing on a much-improved version 2.0 Extensions 2.0

Technology 243

Technology Technology Scalability Availability 243

Dynatrace

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. These challenges make AWS observability a key practice for building and monitoring cloud-native applications. AWS monitoring best practices. What is AWS observability?

Best Practices 208

Best Practices AWS Monitoring Serverless 208

Dynatrace

FEBRUARY 24, 2022

Many of our customers—the world’s largest enterprises—have embraced the Dynatrace SaaS approach to monitoring, which provides critical business insights powered by AI and automation for globally-distributed, heterogeneous IT landscapes. New self-monitoring environment provides out-of-the-box insights and custom alerting.

Monitoring 191

Monitoring Metrics Analytics Processing 191

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. While classic logging is an essential tool in debugging issues, it often lacks context and only provides snapshot information of one specific location in your code/application. What is OpenTelemetry?

Metrics 177

Metrics Open Source Traffic Cache 177

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…?

Metrics 326

Metrics Google Monitoring Analytics 326

Dynatrace

MARCH 1, 2024

The Dynatrace platform offers comprehensive observability and monitoring across the entire technology stack. By going beyond application performance monitoring with AI-powered, full stack observability, Dynatrace enables seamless end-to-end visibility. You can now proactively detect availability and performance issues across the stack.

Analytics 186

Analytics Monitoring Website Efficiency 186

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

NOVEMBER 6, 2023

As an example, many retailers already leverage containerized workloads in-store to enhance customer experiences using video analytics or streamline inventory management using RFID tracking for improved security. Application observability also helps to improve end-user experiences when combined with Dynatrace Digital Experience monitoring.

Retail 255

Retail Analytics Storage Cloud 255

Dynatrace

JULY 10, 2023

Dynatrace also named a Gartner Customers’ Choice Customers also named Dynatrace a Customers’ Choice in the latest Gartner® Peer Insights™ Voice of the Customer: Application Performance Monitoring report, from November 2022. Director of infrastructure, software sector “ Strong technology and stronger people. and/or its affiliates in the U.S.

Monitoring 217

Monitoring Retail Performance Government 217

Dynatrace

DECEMBER 4, 2023

Data quality and drift: Monitoring the quality and characteristics of training and runtime data to detect significant changes that might impact model accuracy. OpenTelemetry has become a standard for collecting traces, metrics, and logs. This includes the monitoring of AI-related costs to ensure they remain within acceptable margins.

Open Source 255

Open Source Latency Metrics Java 255

Dynatrace

APRIL 8, 2024

In summary, the Dynatrace platform enables banks to do the following: Capture any data type: logs, metrics, traces, topology, behavior, code, metadata, network, security, web, and real-user monitoring data, and business events. Monitor and neutralize insider threats from negligent or malicious employees and contractors.

Analytics 197

Analytics Infrastructure Efficiency Technology 197

Dynatrace

SEPTEMBER 8, 2022

Metrics, logs , and traces make up three vital prongs of modern observability. Together with metrics, three sources of data help IT pros identify the presence and causes of performance problems, user experience issues, and potential security threats. Comparing log monitoring, log analytics, and log management.

Systems 183

Systems Cloud Analytics DevOps 183

Dynatrace

FEBRUARY 10, 2023

They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results. In what follows, we explore some key cloud observability trends in 2023, such as workflow automation and exploratory analytics.

Efficiency 272

Efficiency Performance Analytics DevOps 272

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. With Dynatrace Log Management analytics, organizations can set up alerts based on the occurrence of specific log events.

AWS 242

AWS Analytics Government Monitoring 242

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. Enrich database performance KPIs with business analytics. What’s next? MS SQL Services (via WMI).

Database 239

Database DevOps Analytics Servers 239

Dynatrace

FEBRUARY 8, 2021

Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. Organizations struggle to effectively use logs for monitoring business-critical data and troubleshooting. They are required to understand the full story of what happened in a system.

Cloud 258

Cloud Azure Analytics AWS 258

Percona

JANUARY 3, 2024

A couple of weeks ago, we announced the first GA release of the PMM Dump : a new support tool that dumps Percona Monitoring and Management (PMM) metrics and Query Analytics (QAN) data to transfer to the expert engineer for review and performance suggestions. Download Percona Monitoring and Management Today

Monitoring 92

Monitoring Open Source Database Servers 92

Dynatrace

APRIL 18, 2024

It goes beyond traditional monitoring—metrics, logs, and traces—to encompass topology mapping, code-level details, and user experience metrics that provide real-time insights. Ultimately, observability-powered insights preserve resources and enable DevSecOps at scale.

DevOps 187

DevOps Engineering Artificial Intelligence Infrastructure 187

Dynatrace

FEBRUARY 14, 2022

Building on its advanced analytics capabilities for Prometheus data , Dynatrace now enables you to create extensions based on Prometheus metrics. Without any coding, these extensions make it easy to ingest data from these technologies and provide tailor-made analysis views and zero-config alerting. Dynatrace news.

Technology 213

Technology Technology Metrics Infrastructure 213

Dynatrace

FEBRUARY 28, 2024

This view seamlessly correlates crucial events across all affected components, eliminating the manual effort of sifting through various monitoring tools for infrastructure, process, or service metrics. It incorporates the automatic discovery of newly generated compute resources and any static resources that are in play.

DevOps 200

DevOps Metrics Engineering Analytics 200

Dynatrace

JUNE 9, 2023

They’re unleashing the power of cloud-based analytics on large data sets to unlock the insights they and the business need to make smarter decisions. From a technical perspective, however, cloud-based analytics can be challenging. That’s especially true of the DevOps teams who must drive digital-fueled sustainable growth.

DevOps 180

DevOps Analytics Storage Metrics 180

Dynatrace

MAY 7, 2019

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. Automated distributed tracing, deep monitoring and AI-powered answers for OpenShift 4.0

Monitoring 201

Monitoring Architecture Metrics Analytics 201

Dynatrace

DECEMBER 11, 2023

To monitor these pipelines, OpenTelemetry can be used to trace every step of the build and send the traces to various backends. At Dynatrace, we measure the DORA metrics from Google. These include: Deployment frequency: How often is code deployed? Time to restore service: How long does it take to restore a service?

Open Source 185

Open Source Analytics Metrics Cloud 185

Dynatrace

APRIL 25, 2023

Observability is typically achieved by collecting three types of data from a system, metrics, logs and traces. Some platforms provide built-in metrics, logs and traces for serverless functions, while others require additional configuration or integration with external services or agents.

Serverless 203

Serverless Lambda Azure AWS 203

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. We’ve just enhanced Dynatrace OneAgent with an open metric API. Here’s a quick overview of what you can achieve now that the Dynatrace Software Intelligence Platform has been extended to ingest third-party metrics. Dynatrace news.

Open Source 253

Open Source Metrics Analytics Tuning 253

Dynatrace

NOVEMBER 28, 2022

For AWS Lambda, the largest contributor to startup latency is the time spent initializing an execution environment, which includes loading function code and initializing dependencies. With SnapStart enabled, function code is initialized once when a function version is published. Simplify error analytics. What is Lambda?

Lambda 221

Lambda AWS Serverless Latency 221

Jos

MARCH 29, 2018

I was browsing Tim Kadlec’s website and I noticed he had added page load time metrics in the footer. Stoyan Stefanov also realized and wrote “This page loaded in X seconds” , a blog post describing the code used for this. First Paint and First Contentful Paint Page load time is a metric that tells us part of the story.

Metrics 130

Metrics Google Analytics Code 130

Dynatrace

NOVEMBER 8, 2021

Application performance monitoring (APM) solutions have evolved in recent years, and organizations now have plenty of options to choose from when selecting the right tools for their needs. APM solutions track key software application performance metrics using monitoring software and telemetry data. Dynatrace news.

Artificial Intelligence 229

Artificial Intelligence Monitoring Infrastructure Cloud 229

Dynatrace

SEPTEMBER 17, 2019

Kubernetes (k8s) provides basic monitoring through the Kubernetes API and you can find instructions like Top 9 Open Source Tools for Monitoring Kubernetes as a “do it yourself guide”. End-to-end code-level tracing. Cluster and container Log Analytics. End-user monitoring. Dynatrace news. Full-stack observability.

AWS 127

AWS Monitoring Ecommerce Lambda 127

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

JANUARY 18, 2023

Business events are a special class of events, new to Business Analytics; together with Grail, our data lakehouse, they provide the precision and advanced analytics capabilities required by your most important business use cases. Business events are prioritized over metric events and observability data to deliver lossless precision.

Analytics 224

Analytics Retail Storage Monitoring 224

Dynatrace

MAY 21, 2023

It started as an observability platform; over time, it has expanded to provide real user monitoring, business analytics, and security insights. The good news is, there are metrics available a few days before the attack was detected and Ludo Clinic has also ingested three months of application and access logs into Grail.

Analytics 227

Analytics Metrics Cloud Systems 227

Dynatrace

SEPTEMBER 23, 2021

AWS Distro for OpenTelemetry provides an easy way to obtain telemetry data for monitoring critical business applications that run on AWS. This gives operations teams end-to-end visibility down to the code level. AI-powered analytics —Automatic root cause detection . Ingest OpenTelemetry metrics. Get started today.

AWS 220

AWS Lambda Serverless Metrics 220

Dynatrace

SEPTEMBER 13, 2023

This is where unified observability and Dynatrace Automations can help by leveraging causal AI and analytics to drive intelligent automation across your multicloud ecosystem. Using an interactive no/low code editor, you can create workflows or configure them as code.

AWS 243

AWS Efficiency Azure Cloud 243

DZone

AUGUST 11, 2021

Traditional API monitoring sure does help you stay on top of uptime, security, and performance. Still, it is limited to being a black box form of monitoring — you're only testing API behavior that you'd only see externally.

Monitoring 246

Monitoring Metrics Software Software 246