Dynatrace

NOVEMBER 4, 2024

For years, logs have been the dominant approach many observability vendors have taken to report business metrics on dashboards. Most of the use cases in these two broad categories benefit from the flexibility that comes from multiple available sources of business data.

Analytics 241

Analytics Airlines Metrics Monitoring 241

Dynatrace

JANUARY 21, 2025

Ensuring smooth operations is no small feat, whether you’re in charge of application performance, IT infrastructure, or business processes. Chances are, youre a seasoned expert who visualizes meticulously identified key metrics across several sophisticated charts. For instance, in a web shop, sales might vary by day of the week.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

JULY 15, 2024

As HTTP and browser monitors cover the application level of the ISO /OSI model , successful executions of synthetic tests indicate that availability and performance meet the expected thresholds of your entire technological stack. Our script, available on GitHub , provides details. into NAM test definitions.

Availability 246

Availability Network Monitoring Infrastructure 246

Dynatrace

NOVEMBER 11, 2024

Service-level objectives (SLOs) can play a vital role in ensuring that all stakeholders have visibility into the resources being used and the performance of their applications. If your team is responsible for setting up Kubernetes clusters, you might want to monitor and optimize the workload performance when setting up SLOs.

Efficiency 263

Efficiency Best Practices Monitoring Cloud 263

Dynatrace

JULY 24, 2024

Telemetry data, such as traces and metrics, allow you to analyze the end-to-end performance of your deployed applications. You can automatically detect and analyze performance issues across your entire tech stack with Davis® AI. Dynatrace observability is available for Red Hat OpenShift on IBM Power.

Availability 279

Availability Infrastructure Metrics Hardware 279

The Netflix TechBlog

DECEMBER 17, 2024

DataJunction: Unifying Experimentation and Analytics Yian Shang , AnhLe At Netflix, like in many organizations, creating and using metrics is often more complex than it should be. DJ acts as a central store where metric definitions can live and evolve. As an example, imagine an analyst wanting to create a Total Streaming Hours metric.

Analytics 212

Analytics Engineering Entertainment Metrics 212

Dynatrace

APRIL 10, 2025

Break data silos and add context for faster, more strategic decisions : Unifying metrics, logs, traces, and user behavior within a single platform enables real-time decisions rooted in full context, not guesswork. Standardizing platforms minimizes inconsistencies, eases regulatory compliance, and enhances software quality and security.

Strategy 262

Strategy Storage Network Architecture 262

Dynatrace

OCTOBER 10, 2024

Service Level Objectives (SLO) tracking: Honeycomb charts can visualize SLOs, helping you monitor whether your services meet performance and reliability targets. To achieve the best visual outcome, we recommend experimenting with the available customization options. Based on the color, you immediately see if any SLOs are off track.

Latency 246

Latency Infrastructure Monitoring Metrics 246

Dynatrace

NOVEMBER 22, 2022

The nirvana state of system uptime at peak loads is known as “five-nines availability.” In its pursuit, IT teams hover over system performance dashboards hoping their preparations will deliver five nines—or even four nines—availability. But is five nines availability attainable? Downtime per year. 90% (one nine).

Infrastructure 246

Infrastructure Availability Systems Retail 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. The parameter Billed Duration is only available in logs , so it makes sense to extract it from your logs so that you can keep an eye on your cloud costs.

Metrics 246

Metrics Lambda Infrastructure Monitoring 246

Dynatrace

OCTOBER 3, 2024

The end goal, of course, is to optimize the availability of organizations’ software. Dynatrace is widely recognized for its AI capabilities’ ability to predict and prevent issues, and automatically identify root causes, maximizing availability. That’s where observability from Dynatrace goes far beyond “observing systems.”

Availability 278

Availability DevOps Analytics Cloud 278

DZone

AUGUST 4, 2022

Spark-Radiant is Apache Spark Performance and Cost Optimizer. Spark-Radiant will help optimize performance and cost considering catalyst optimizer rules, enhance auto-scaling in Spark, collect important metrics related to a Spark job, Bloom filter index in Spark, etc. Spark-Radiant is now available and ready to use.

Performance 246

Performance Metrics Availability Big Data 246

Dynatrace

NOVEMBER 18, 2024

With Dynatrace, customers can utilize the full set of Azure capabilities, including metrics and data from the Azure platform, and automatically identify workflow optimization opportunities. By prioritizing observability, organizations can ensure the availability, performance, and security of business-critical applications.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

Dynatrace

NOVEMBER 3, 2023

address these limitations and brings new monitoring and analytical capabilities that weren’t available to Extensions 1.0: address these limitations and brings new monitoring and analytical capabilities that weren’t available to Extensions 1.0: Comprehensive metrics support Extensions 2.0 available, and more are in the pipeline.

Technology 264

Technology Technology Scalability Availability 264

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

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 245

Metrics Engineering Energy Tuning 245

Dynatrace

APRIL 8, 2022

While Fluentd solves the challenges of collecting and normalizing Kubernetes events and logs, Kubernetes performance and availability problems can rarely be solved by investigating logs in isolation. Detailed performance analysis for better software architecture and resource allocation. Transaction breakdowns.

Metrics 245

Metrics Analytics Software Architecture Open Source 245

Dynatrace

DECEMBER 12, 2024

I realized that our platforms unique ability to contextualize security events, metrics, logs, traces, and user behavior could revolutionize the security domain by converging observability and security. Boost your operational resilience: Combining availability and security is now essential.

Analytics 289

Analytics Government Efficiency Innovation 289

Scalegrid

FEBRUARY 24, 2025

Scaling RabbitMQ ensures your system can handle growing traffic and maintain high performance. Implementing clustering and quorum queues in RabbitMQ significantly improves load distribution and data redundancy, ensuring high availability and fault tolerance for messaging services.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

NOVEMBER 3, 2023

The five key metrics to improve customer satisfaction To help turn this around, Dynatrace makes available its unified observability platform, which captures all CX interactions and transactions in an automated, intelligent manner – including user session replays. When combined, key metrics will generate an accurate CX index score.

Metrics 246

Metrics Government Website Monitoring 246

Dynatrace

AUGUST 25, 2023

This article explores SLOs for service performance. According to the Google Site Reliability Engineering (SRE) handbook, monitoring the four golden signals is crucial in delivering high-performing software solutions. While this connection might sound simple, finding the right metrics to measure the needed SLIs takes time and effort.

Performance 244

Performance Latency Traffic Metrics 244

Dynatrace

JUNE 8, 2022

Observability means how well you can understand what is happening in a system by collecting metrics, logs, and traces. This allows you to get comfortable with all the underlying metrics and log data. Observability of Azure infrastructure and all the services it supports helps you pinpoint performance issues and eliminate guesswork.

Azure 246

Azure Performance Infrastructure Cloud 246

Dynatrace

JUNE 3, 2022

Whenever a performance problem is flagged, Infrastructure and Operations (I&O) practitioners strive to resolve the issue as soon as possible by identifying the root cause, understanding the impact, obtaining the relevant details, and fixing the issue within the shortest possible timeframe—the meantime to resolution (MTTR). Dynatrace news.

Metrics 246

Metrics Mobile IoT Monitoring 246

Dynatrace

OCTOBER 4, 2024

Similar to the observability desired for a request being processed by your digital services, it’s necessary to comprehend the metrics, traces, logs, and events associated with a code change from development through to production. BlackDuck performs a security and vulnerability check, returning a scan result.

Software 278

Software Software Development Performance 278

Dynatrace

MARCH 11, 2025

The Dynatrace platform now enables comprehensive data exploration and interactive analytics across data sets (trace, logs, events, and metrics)empowering you to solve complex use cases, handle any observability scenario, and gain unprecedented visibility into your systems. But why stop there?

Games 165

Games Analytics Innovation Metrics 165

Dynatrace

MARCH 13, 2025

The configuration also includes an optional span metrics connector, which generates Request, Error, and Duration (R.E.D.) metrics from span data. The configuration also includes an optional span metrics connector, which generates Request, Error, and Duration (R.E.D.) metrics from span data.

Open Source 147

Open Source Metrics Architecture Infrastructure 147

The Netflix TechBlog

FEBRUARY 14, 2025

This dual-path approach leverages Kafkas capability for low-latency streaming and Icebergs efficient management of large-scale, immutable datasets, ensuring both real-time responsiveness and comprehensive historical data availability. This integration will not only optimize performance but also ensure more efficient resource utilization.

Tuning 166

Tuning Latency Efficiency Storage 166

Dynatrace

APRIL 10, 2023

Managing cloud performance is increasingly challenging for organizations that spread workloads across a greater variety of platforms. Moreover, organizations have to balance maintaining security, retaining cloud management expertise, and managing infrastructure performance. Rural lifestyle retail giant Tractor Supply Co.

Cloud 243

Cloud Ecommerce Performance Retail 243

Dynatrace

JANUARY 22, 2025

Your teams want to iterate rapidly but face multiple hurdles: Increased complexity: Microservices and container-based apps generate massive logs and metrics. You can select any trigger thats available for standard workflows, including schedules, problem triggers, customer event triggers, or on-demand triggers.

Development 245

Development Processing Monitoring Code 245

Dynatrace

MARCH 31, 2025

You can either continue with the custom infrastructure metrics dashboard you created in Part I or use the dashboard we prepared here (Dynatrace login required). exploring your data when you know your desired outcome but are unfamiliar with the available data. Select the tile and go to the Visual tab. Expand the Single value section.

Metrics 147

Metrics Infrastructure Network Best Practices 147

Dynatrace

AUGUST 12, 2024

Performance and error optimization is complicated, and the approach to driving improvement has long relied on static recommendations disconnected from a site’s end users and their experiences. Sometimes, these recommendations are so far from current performance or cost so much to implement that they seem irrelevant or unattainable.

Airlines 290

Airlines Metrics Speed Internet 290

Dynatrace

FEBRUARY 19, 2021

Particularly during the COVID-19 pandemic, we’ve seen how poor application performance can impact business bottom lines and lead to lost revenue for many organizations, as laid out in our recent blog post about digital experience. with: Aggregated field metrics?rather?than?valuable?details Metrics and recommendations?rather

Google 306

Google Metrics Monitoring Network 306

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 327

Metrics Google Code Monitoring 327

The Netflix TechBlog

JUNE 14, 2023

This blog post will share broadly-applicable techniques (beyond GraphQL) we used to perform this migration. 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.

Traffic 357

Traffic Latency Metrics Cache 357

Dynatrace

JANUARY 11, 2023

With more organizations taking the multicloud plunge, monitoring cloud infrastructure is critical to ensure all components of the cloud computing stack are available, high-performing, and secure. APM provides real-time visibility into the status and performance of applications. predict and prevent security breaches and outages.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

Dynatrace

JANUARY 18, 2022

As our customers adopt agile software development and continuous delivery to drive value faster, they face new risks that could impact availability, performance, and business KPIs. An SLI is a measurement of the performance or availability of an entity. The measurement equates to a metric that captures expected results.

Metrics 264

Metrics Availability Scalability Software 264

Dynatrace

FEBRUARY 28, 2024

Dynatrace container monitoring supports customers as they collect metrics, traces, logs, and other observability-enabled data to improve the health and performance of containerized applications. VAPO is available in both Microsoft Azure and AWS. It’s an enterprise product that we use to help modernize the VA,” Fuqua said.

Monitoring 246

Monitoring Artificial Intelligence Performance Healthcare 246