Dynatrace

DECEMBER 13, 2023

As a result, organizations need to monitor mobile app performance metrics that are meaningful and actionable by gaining adequate observability of mobile app performance. There are many common mobile app performance metrics that are used to measure key performance indicators (KPIs) related to user experience and satisfaction.

Best Practices 246

Best Practices Mobile Metrics Performance 246

DZone

JULY 3, 2022

This second blog will take a deeper dive into the Metrics, Logs, and Tracing exporters (which can be found at [link] ), describing them and showing how to configure them, Grafana, alerts, etc. This is the second in a series of blogs discussing unified observability with microservices and the Oracle database.

Metrics 246

Metrics DevOps Database Code 246

Dynatrace

APRIL 8, 2022

For example, say you find multiple error events in different log files. 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. Fluentd logs in context: Example use cases.

Metrics 245

Metrics Analytics Software Architecture Open Source 245

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 245

Metrics Open Source Traffic Cache 245

Dynatrace

JUNE 3, 2022

To facilitate the troubleshooting of synthetic monitors (HTTP as well as browser monitors), we’ve added more actionable data directly in problem details (for example, direct links to recent failing executions, monitor settings, and monitor results pages filtered by the problem duration).

Metrics 246

Metrics Mobile IoT Monitoring 246

Dynatrace

MAY 7, 2024

Fluent Bit is a telemetry agent designed to receive data (logs, traces, and metrics), process or modify it, and export it to a destination. Fluent Bit and Fluentd were created for the same purpose: collecting and processing logs, traces, and metrics. Observability: Elevating Logs, Metrics, and Traces! What is Fluent Bit?

Best Practices 279

Best Practices IoT Metrics Storage 279

Dynatrace

MAY 17, 2022

From a cost perspective, internal customers waste valuable time sending tickets to operations teams asking for metrics, logs, and traces to be enabled. A team looking for metrics, traces, and logs no longer needs to file a ticket to get their app monitored in their own environments. The following example drives the point home.

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Availability Scalability Cloud Metrics 348

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

NOVEMBER 3, 2021

Monitoring focuses on watching specific metrics. Observability is the ability to understand a system’s internal state by analyzing the data it generates, such as logs, metrics, and traces. For example, we can actively watch a single metric for changes that indicate a problem — this is monitoring.

Monitoring 264

Monitoring Metrics DevOps Scalability 264

Dynatrace

SEPTEMBER 28, 2021

Teams are using concepts from site reliability engineering to create SLO metrics that measure the impact to their customers and leverage error budgets to balance innovation and reliability. Nobl9 integrates with Dynatrace to gather SLI metrics for your infrastructure and applications using real-time monitoring or synthetics.

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Metrics Innovation Monitoring Software 356

Dynatrace

DECEMBER 27, 2022

By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. In this example, “Reverse proxy” and “Front-end server” are clearly in the critical path. In this example, we’re creating an SLO with a target of 98% of our requests without errors.

Software 306

Software Software Benchmarking Latency 306

Dynatrace

JANUARY 18, 2022

The measurement equates to a metric that captures expected results. The first step to defining an SLO is to identify the success metric. Dynatrace provides many Built-in metrics you can use, or you can create your own calculated metrics for any of the following entities: Web apps and mobile apps (Application).

Metrics 264

Metrics Availability Scalability Software 264

Dynatrace

JUNE 4, 2024

For example, the team must establish specific thresholds for desired service performance behavior. The Dynatrace data science team continuously improves the machine learning models used by Davis AI, for example, by adding new features to forecasting or refining mathematical calculations.

Metrics 297

Metrics Engineering Code Tuning 297

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. Data expressions define what data needs to be sourced in order to evaluate a query.

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Storage Cache Metrics Database 293

Dynatrace

FEBRUARY 19, 2021

To provide “quality signals that are essential to delivering a great user experience on the web,” Google introduced their Core Web Vitals initiative last year, advocating the Largest contentful paint , Cumulative layout shift , and First input delay metrics. with: Aggregated field metrics?rather?than?valuable?details

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Google Metrics Monitoring Network 306

Dynatrace

DECEMBER 18, 2024

Select any execution you’re interested in to display its details, for example, the content response body, its headers, and related metrics. HTTP monitor execution details Your analysis might require comparing the details of two executions, for example, a current failing execution and a historical one when the test passed.

Monitoring 246

Monitoring Testing Metrics Analytics 246

DZone

JUNE 13, 2024

Monitoring and maintaining these applications daily is very challenging and we need proper metrics in place to measure and take action. Commitment) A Service Level Agreement is an agreement that exists between the cloud provider and client/user about measurable metrics; for example, uptime check, etc.

Metrics 264

Metrics Cloud Monitoring Technology 264

Dynatrace

SEPTEMBER 4, 2020

While an SLI is just a metric, an SLO just a threshold you expect your SLI to be in and SLA is just the business contract on top of an SLO. Thanks to its event-driven architecture, Keptn can pull SLIs (=metrics) from different data sources and validate them against the SLOs. class SRE implements DevOps) !

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DevOps Metrics Innovation Azure 326

Dynatrace

JULY 22, 2024

Observability Observability is the ability to determine a system’s health by analyzing the data it generates, such as logs, metrics, and traces. There are three main types of telemetry data: Metrics. Metrics are typically aggregated and stored in time series databases for monitoring and alerting purposes.

Latency 264

Latency Best Practices Metrics Open Source 264

DZone

MARCH 7, 2023

One of the most common examples is the adoption of microservices. You need to find the right tools to monitor, track and trace these systems by analyzing outputs through metrics, logs, and traces. When organizations move toward the cloud, their systems also lean toward distributed architectures.

Architecture 321

Architecture Metrics Cloud Monitoring 321

Dynatrace

FEBRUARY 21, 2024

Automating quality gates is ideal, as it minimizes manually checking and validating key metrics throughout the SDLC. By actively monitoring metrics such as error rate, success rate, and CPU load, quality gates instill confidence in teams during software releases. Several tools can be used to collect metrics in load/performance testing.

Speed 264

Speed Software Software Latency 264

Dynatrace

NOVEMBER 15, 2021

Here’s a look at how two financial institutions are responding to these new business priorities; the details are anonymized to make the examples illustrative, but you may be familiar with some of the challenges. Customer experience has become the brand, bringing IT new opportunities—and challenges. Customer 1: Betting on business KPIs.

FinTech 299

FinTech Metrics Website Monitoring 299

Dynatrace

JULY 24, 2024

Telemetry data, such as traces and metrics, allow you to analyze the end-to-end performance of your deployed applications. Dynatrace Operator consumes DynaKubes with cloud-native full-stack configuration and deploys the following resources: Dynatrace OneAgent, deployed as a DaemonSet, collects host metrics from Kubernetes nodes.

Availability 279

Availability Infrastructure Metrics Hardware 279

DZone

JANUARY 3, 2024

Did you always want to know more about instrumentation, metrics, and your options for coding with open standards? Are you a Java developer and looking for a working example to get started instrumenting your applications and services?

Open Source 309

Open Source Java Cloud Metrics 309

Dynatrace

SEPTEMBER 14, 2022

Not every situation lends itself to AIOps—for example, think about data that either can’t be monitored cost efficiently (where real-time processing wouldn’t benefit you) or when creating ad hoc reports to check long-term trends and make tactical/strategic business decisions in a timely fashion.

Metrics 264

Metrics Analytics Monitoring Efficiency 264

DZone

JUNE 21, 2023

In this article, we will explore the differences between monitoring and observability, provide examples to illustrate their applications and highlight their respective benefits. It typically involves setting up specific metrics, thresholds, and alerting mechanisms to track the performance and availability of various components.

DevOps 324

DevOps Systems Monitoring Metrics 324

Dynatrace

OCTOBER 6, 2023

Table name Default bucket logs default_logs events default_events metrics default_metrics bizevents default_bizevents dt.system.events dt_system_events entities spans (in the future) The default buckets let you ingest data immediately, but you can also create additional custom buckets to make the most of Grail.

Artificial Intelligence 279

Artificial Intelligence Metrics Analytics Storage 279

The Netflix TechBlog

JUNE 14, 2023

So, we relied on higher-level metrics-based testing: AB Testing and Sticky Canaries. To determine customer impact, we could compare various metrics such as error rates, latencies, and time to render. We spent the next few months diving into these high-level metrics and fixing issues such as cache TTLs, flawed client assumptions, etc.

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Traffic Latency Metrics Cache 355

Dynatrace

JANUARY 21, 2025

Chances are, youre a seasoned expert who visualizes meticulously identified key metrics across several sophisticated charts. For example, if you’re monitoring network traffic and the average over the past 7 days is 500 Mbps, the threshold will adapt to this baseline.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

OCTOBER 2, 2024

Davis AI contextually aligns all relevant data points—such as logs, traces, and metrics—enabling teams to act quickly and accurately while still providing power users with the flexibility and depth they desire and need. For example, deleting the database is not an expected outcome when the function provided is to update a user profile.

Analytics 304

Analytics AWS DevOps Cloud 304

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. In this case, Davis finds that a Java Spring Micrometer metric called Failed deliveries is highly correlated with CPU spikes.

Retail 306

Retail Storage Analytics Cloud 306

Dynatrace

JULY 15, 2024

Are the hosts on which OneAgent can’t be deployed for technical reasons (for example, a legacy OS) or security-related reasons (for example, systems processing financial information and third party vendors) up and running? Example reporting for a complex TCP test. Are the corresponding services running on those hosts?

Availability 246

Availability Network Monitoring Infrastructure 246

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 337

Metrics Google Code Monitoring 337

Dynatrace

AUGUST 17, 2023

Spring also introduced Micrometer, a vendor-agnostic metric API with rich instrumentation options. Soon after, Dynatrace built a registry for exporting Micrometer metrics. Our data APIs, which ingest millions of metrics, traces, and logs per second, are reconciled using Micrometer-based metrics.

Metrics 246

Metrics Analytics Speed Java 246

Dynatrace

AUGUST 25, 2023

While this connection might sound simple, finding the right metrics to measure the needed SLIs takes time and effort. Moreover, after selecting an SLI, complex metric expressions might be required to extract and interpret the result and come to the right conclusions and decisions. This is what Dynatrace captures as response time.

Performance 244

Performance Latency Traffic Metrics 244

Dynatrace

SEPTEMBER 13, 2023

For example, optimizing resource utilization for greater scale and lower cost and driving insights to increase adoption of cloud-native serverless services. This is where unified observability and Dynatrace Automations can help by leveraging causal AI and analytics to drive intelligent automation across your multicloud ecosystem.

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AWS Efficiency Azure Cloud 305

CSS Wizardry

AUGUST 24, 2022

Most metrics are not atomic: FCP, for example, isn’t a metric we can optimise in isolation—it’s a culmination of other more atomic metrics such as connection overhead, TTFB, and more. For the sake of ease, I’m going to use Largest Contentful Paint (LCP) as the example. mark ( ' CSS Start ' ); performance.

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Benchmarking Metrics Cache Network 276