Dynatrace

SEPTEMBER 27, 2024

For Carbon Impact, these business events come from an automation workflow that translates host utilization metrics into energy consumption in watt hours (Wh) and into greenhouse gas emissions in carbon dioxide equivalent (CO2e). Green coding focuses on the software that is running on our digital infrastructure.

Energy 246

Energy Infrastructure Cloud Best Practices 246

Dynatrace

NOVEMBER 20, 2024

This latest integration with Microsoft Sentinel expands our partnership, providing joint customers with a holistic view of their entire cloud environment; from application to infrastructure, data, and security. “As The Davis AI engine automatically and continuously delivers actionable insights based on an environment’s current state.

Best Practices 299

Best Practices Innovation Azure Cloud 299

Dynatrace

OCTOBER 10, 2024

Take your monitoring, data exploration, and storytelling to the next level with outstanding data visualization All your applications and underlying infrastructure produce vast volumes of data that you need to monitor or analyze for insights. Infrastructure health: A honeycomb chart is often used to visualize infrastructure health.

Latency 246

Latency Infrastructure Monitoring Metrics 246

Dynatrace

MARCH 5, 2025

This is partly due to the complexity of instrumenting and analyzing emissions across diverse cloud and on-premises infrastructures. Integration with existing systems and processes : Integration with existing IT infrastructure, observability solutions, and workflows often requires significant investment and customization.

Energy 223

Energy Analytics Traffic Cloud 223

DZone

JULY 12, 2023

However, the extended infrastructure of CDNs requires diligent monitoring to ensure optimal performance and identify potential issues. CDN observability refers to gaining insights into the CDN infrastructure's performance, availability, and reliability. What Is CDN Observability?

Infrastructure 244

Infrastructure Monitoring Website Performance Website 244

Dynatrace

OCTOBER 31, 2024

This lets you build your SLOs around the indicators that matter to you and your customers—critical metrics related to availability, failure rates, request response times, or select logs and business events. Depending on the environment, the different information types provide indicators that reveal potential problems for your customers.

Metrics 277

Metrics Availability Monitoring Scalability 277

Dynatrace

OCTOBER 17, 2022

Davis is the causational AI from Dynatrace that processes billions of events and dependencies and constantly analyzes your IT infrastructure. Customize monitoring for a specific area of your IT infrastructure. Dynatrace metric events offer the flexibility needed to customize your anomaly detection configuration.

Metrics 245

Metrics Strategy Infrastructure Monitoring 245

Dynatrace

NOVEMBER 4, 2024

For years, logs have been the dominant approach many observability vendors have taken to report business metrics on dashboards. Within the target pipeline, you can also define processing rules, extract metrics, set the security context, and define retention periods. Business process monitoring and optimization.

Analytics 241

Analytics Airlines Metrics Monitoring 241

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. Collect observability and security data user behavior, metrics, events, logs, traces (UMELT) once, store it together and analyze in context.

Analytics 289

Analytics Government Efficiency Innovation 289

Dynatrace

APRIL 9, 2025

Dynatrace OneAgent allows teams to observe Google Kubernetes Engine pods , nodes, clusters, and workload metrics, events, and logs, in addition to automated distributed tracing for applications and microservices. The Infrastructure & Operations app provides an up-to-date and comprehensive view of monitored environments on Google Cloud.

Google 195

Google Cloud Analytics Infrastructure 195

Dynatrace

JUNE 29, 2022

More than 90% of enterprises now rely on a hybrid cloud infrastructure to deliver innovative digital services and capture new markets. That’s because cloud platforms offer flexibility and extensibility for an organization’s existing infrastructure. Dynatrace news. With public clouds, multiple organizations share resources.

Infrastructure 246

Infrastructure Cloud Azure AWS 246

Dynatrace

JULY 15, 2024

Whether necessary as part of deep root-cause analyses of issues faced by your users that impact your business or if you’re an engineer responsible for the infrastructure hosting your applications and network paths. A set of metrics allowing query results with Data Explorer and creating advanced reporting using Dynatrace Dashboards.

Availability 246

Availability Network Monitoring Infrastructure 246

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.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

APRIL 15, 2024

The importance of critical infrastructure and services While digital government is necessary, protecting critical infrastructure and services is equally important. Critical infrastructure and services refer to the systems, facilities, and assets vital for the functioning of society and the economy.

Infrastructure 246

Infrastructure Efficiency Government Transportation 246

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

JANUARY 22, 2025

Inefficient or resource-intensive runners can lead to increased costs and underutilized infrastructure. This data covers all aspects of CI/CD activity, from workflow executions to runner performance and cost metrics. This customization ensures that only the relevant metrics are extracted, tailored to the users needs.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

Dynatrace

NOVEMBER 22, 2022

For organizations running their own on-premises infrastructure, these costs can be prohibitive. Cloud service providers, such as Amazon Web Services (AWS) , can offer infrastructure with five-nines availability by deploying in multiple availability zones and replicating data between regions. What is always-on infrastructure?

Infrastructure 246

Infrastructure Availability Systems Retail 246

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

Dynatrace

FEBRUARY 2, 2023

But are observability platforms—born from the collision between the demands of cloud computing and the limitations of APM and infrastructure monitoring—the best solution for managing business analytics? Metric extraction is a convenient way to create your business metrics, delivering fast, flexible, and cost-effective analytics.

Analytics 246

Analytics Metrics DevOps Storage 246

Dynatrace

DECEMBER 2, 2024

On average, organizations use 10 different tools to monitor applications, infrastructure, and user experiences across these environments. It also helps to have access to OpenTelemetry, a collection of tools for examining applications that export metrics, logs, and traces for analysis.

Artificial Intelligence 258

Artificial Intelligence DevOps Architecture Cloud 258

Dynatrace

MARCH 29, 2023

With this Google Cloud Ready integration, Dynatrace ensures that AlloyDB for PostgreSQL users can now ingest metrics along with existing Google Cloud data. This capability allows users to gain more real-time insight into their Google Cloud infrastructure with AI-powered context to automate business and cloud operations decisions.

Google 246

Google Metrics Cloud Analytics 246

Dynatrace

OCTOBER 29, 2024

The Dynatrace platform automatically captures and maps metrics, logs, traces, events, user experience data, and security signals into a single datastore, performing contextual analytics through a “power of three AI”—combining causal, predictive, and generative AI. It’s about uncovering insights that move business forward.

Innovation 288

Innovation Strategy Cloud AWS 288

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

NOVEMBER 11, 2024

By gaining insights into how your Kubernetes workloads utilize computing and memory resources, you can make informed decisions about how to size and plan your infrastructure, leading to reduced costs. Proper Kubernetes monitoring includes utilizing observability information to optimize your environment.

Efficiency 263

Efficiency Best Practices Monitoring Cloud 263

Dynatrace

MARCH 30, 2023

In this episode, Willie addresses the issue of discoverability and the impact of the Binding Operative Directive (BOD) released by the Cybersecurity & Infrastructure Security Agency (CISA) on the federal community. Enjoy this crossover episode with Federal Tech Podcast!

Metrics 243

Metrics Social Media Government Media 243

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). By tracking these metrics, we can identify any unusual spikes or drops in network activity, which might indicate performance issues or bottlenecks.

Metrics 147

Metrics Infrastructure Network Best Practices 147

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 165

Strategy Storage Network Architecture 165

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

MARCH 17, 2025

How to achieve sustainable IT practices Use observability tools The first step in driving improvements is to obtain a comprehensive view of your IT infrastructure’s climate impact. Collect metrics on energy consumption or derive them from existing signals.

Software Engineering 147

Software Engineering Engineering Software Software 147

Dynatrace

MARCH 13, 2025

OpenTelemetry provides a common set of tools, APIs, and SDKs to help collect observability signals from applications and infrastructure endpoints. The configuration also includes an optional span metrics connector, which generates Request, Error, and Duration (R.E.D.) metrics from span data. metrics from span data.

Open Source 147

Open Source Metrics Architecture Infrastructure 147

Dynatrace

FEBRUARY 2, 2022

With this solution, customers will be able to use Dynatrace’s deep observability , advanced AIOps capabilities , and application security to all applications, services, and infrastructure, out-of-the-box. This enables organizations to tame cloud complexity, minimize risk, and reduce manual effort so teams can focus on driving innovation.

Azure 325

Azure Availability Hardware Innovation 325

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. Cloud monitoring is a set of solutions and practices used to observe, measure, analyze, and manage the health of cloud-based IT infrastructure.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

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

The Netflix TechBlog

DECEMBER 19, 2024

Imagine a ML practitioner on the Netflix Content ML team, sourcing features from hundreds of columns in our data warehouse, and creating a multitude of models against a growing suite of metrics. This has been a guiding design principle with Metaflow since its inception. Try it athome It couldnt be easier to get started with Configs!Just

Best Practices 204

Best Practices Cache Metrics Code 204

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.

Availability 348

Availability Scalability Cloud Metrics 348

Dynatrace

APRIL 4, 2025

In this blog post, youll learn how Dynatrace OneAgent automatically identifies Journald and ingests structured logs into Dynatrace while enriching them with topology and infrastructure context. It provides unified observability by automatically correlating logs and placing them in the context of traces and metrics.

Analytics 147

Analytics Operating System Scalability Infrastructure 147

Dynatrace

JULY 24, 2024

Dynatrace with Red Hat OpenShift monitoring stands out for the following reasons: With infrastructure health monitoring and optimization, you can assess the status of your infrastructure at a glance to understand resource consumption and thus optimize resource allocation for cost efficiency.

Availability 279

Availability Infrastructure Metrics Monitoring 279