Dynatrace

SEPTEMBER 28, 2021

The emerging concepts of working with DevOps metrics and DevOps KPIs have really come a long way. DevOps metrics to help you meet your DevOps goals. Like any IT or business project, you’ll need to track critical key metrics. Here are nine key DevOps metrics and DevOps KPIs that will help you be successful.

DevOps 246

DevOps Metrics Traffic Efficiency 246

Dynatrace

NOVEMBER 4, 2024

Business events: Delivering the best data It’s been two years since we introduced business events , a special class of events designed to support even the most demanding business use cases. For years, logs have been the dominant approach many observability vendors have taken to report business metrics on dashboards.

Analytics 241

Analytics Airlines Metrics Monitoring 241

Dynatrace

FEBRUARY 6, 2025

Even if infrastructure metrics aren’t your thing, you’re welcome to join us on this creative journey simply swap out the suggested metrics for ones that interest you. For our example dashboard, we’ll only focus on some selected key infrastructure metrics. Click on Select metric. Change it now to sum.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Dynatrace

OCTOBER 23, 2023

At financial services company, Soldo, efficiency and security by design are paramount goals. Because Soldo is in a highly regulated industry, Domenella’s team adopted security by design from the beginning. What is security by design? The most efficient one we found was Dynatrace.”

Design 264

Design Innovation DevOps Open Source 264

Dynatrace

FEBRUARY 27, 2025

In fact, observability is essential for shaping how we design smarter, more resilient systems for the future. Semconv for HTTP Spans quite possibly the most important signal have been declared stable, and HTTP Metrics will hopefully soon follow. Semantic Conventions, or semconv, are the standard that makes it all possible.

Tuning 310

Tuning Open Source Innovation Monitoring 310

Dynatrace

MARCH 29, 2023

Today, Dynatrace is announcing that it has successfully achieved Google Cloud Ready – AlloyDB designation in support of an extended integration to Google Cloud’s AlloyDB for PostgreSQL. Google Cloud Ready – AlloyDB is a new designation for the solutions of Google Cloud’s technology partners that integrate with AlloyDB.

Google 246

Google Metrics Cloud Analytics 246

Dynatrace

JANUARY 22, 2025

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. In the final step of the workflow, a JavaScript processes the API responses.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

The Netflix TechBlog

FEBRUARY 10, 2021

Stranger Things imagery showcasing the inspiration for the Hawkins Design System by Hawkins team member Joshua Godi ; with art contributions by Wiki Chaves Hawkins may be the name of a fictional town in Indiana, most widely known as the backdrop for one of Netflix’s most popular TV series “Stranger Things,” but the name is so much more.

Design 236

Design Systems Engineering Entertainment 236

Dynatrace

OCTOBER 14, 2024

The system demands significant effort to design, manage, and maintain, especially as an organization’s needs evolve. Access policies for Dynatrace Grail™ data lakehouse are still available as service-related policies; they allow you to control access to the monitoring data on a per-data-source level, for example, logs and metrics.

Monitoring 246

Monitoring Metrics Systems Scalability 246

Dynatrace

AUGUST 2, 2021

Metrics matter. But without complex analytics to make sense of them in context, metrics are often too raw to be useful on their own. To achieve relevant insights, raw metrics typically need to be processed through filtering, aggregation, or arithmetic operations. Examples of metric calculations. Dynatrace news.

Metrics 246

Metrics Analytics Google Code 246

Dynatrace

NOVEMBER 3, 2023

They are designing and overseeing websites in which experiences and transactions are seamless, easy to navigate, and quickly completed – whether on a desktop, laptop, tablet, or smartphone. When combined, key metrics will generate an accurate CX index score. But which metrics should your agency include? Download now!

Metrics 246

Metrics Government Website Monitoring 246

Dynatrace

MARCH 5, 2025

The Carbon Impact app directly supports our customers sustainability efforts through granular real-time emissions reporting and analytics, translating host utilization metrics into their CO2 equivalent (CO2e). We implemented a wasted energy metric in the app to enhance practitioner actionability.

Energy 223

Energy Analytics Traffic Cloud 223

DZone

JUNE 16, 2023

This workshop is for you, designed to expand your knowledge and understanding of open-source observability tooling that is available to you today. Are you interested in open-source observability but lack the knowledge to just dive right in? Dive right into a free, online, self-paced, hands-on workshop introducing you to Prometheus.

Metrics 189

Metrics Open Source Monitoring Design 189

DZone

APRIL 8, 2025

Scheduling is crucial in computer system design. Scheduling also optimizes other metrics, such as user fairness and differentiated service levels, ensuring some job classes have lower mean delays than others [1]. uses the Contention-Aware Transaction Scheduling (CATS) algorithm to prioritize transactions waiting for locks.

Performance 130

Performance Metrics Design Systems 130

The Netflix TechBlog

JANUARY 6, 2025

To address this, we introduced the term Title Health, a concept designed to help us communicate effectively and capture the nuances of maintaining each titles visibility and performance. Title Health encompasses various metrics and indicators that reflect how well a title is performing, in terms of discoverability and member engagement.

Scalability 219

Scalability Cache Engineering Systems 219

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.

Analytics 165

Analytics Games Innovation Metrics 165

The Netflix TechBlog

DECEMBER 19, 2024

This has been a guiding design principle with Metaflow since its inception. 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. Try it athome It couldnt be easier to get started with Configs!Just

Best Practices 204

Best Practices Cache Metrics Code 204

The Netflix TechBlog

JANUARY 2, 2025

The primary goals of these campaigns are to encourage more people to install and play the games, making incremental installs and engagement crucial metrics for evaluating their effectiveness. To better guide the design and budgeting of future campaigns, we are developing an Incremental Return on Investment model.

Analytics 190

Analytics Engineering Games Entertainment 190

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 was designed to help you adjust your data and add the proper context, which can be helpful in the observability backend. Observability: Elevating Logs, Metrics, and Traces!

Best Practices 279

Best Practices IoT Metrics Storage 279

DZone

APRIL 25, 2023

These metrics can help identify potential problems caused by feature interactions and guide software developers in designing better systems. Feature interaction matrices are one of the techniques used to identify and analyze feature interaction in software systems. What Is a Feature Interaction Matrix?

Metrics 130

Metrics Software Software Systems 130

DZone

JUNE 11, 2023

Application logs and metrics are vital for any application development or maintenance process. However, managing and analyzing logs and metrics can be a daunting task, especially if the application generates a large volume of data. That's where Elasticsearch and Kibana come in.

Metrics 147

Metrics Open Source Analytics Engineering 147

The Netflix TechBlog

DECEMBER 17, 2024

The Challenge of Title Launch Observability As engineers, were wired to track system metrics like error rates, latencies, and CPU utilizationbut what about metrics that matter to a titlessuccess? How can we design systems that recognize these nuances and empower every title to shine and bring joy to ourmembers?

Traffic 172

Traffic Scalability Strategy Monitoring 172

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. Its design prioritizes high availability and efficient data transfer with minimal overhead, making it a practical choice for handling real-time data pipelines and distributed event processing.

Latency 147

Latency Analytics Architecture Storage 147

Scalegrid

FEBRUARY 24, 2025

The architecture of RabbitMQ is meticulously designed for complex message routing, enabling dynamic and flexible interactions between producers and consumers. Configuring Quorum Queues Quorum queues in RabbitMQ are designed to maintain functionality as long as most replicas are operational.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

MARCH 17, 2025

Collect metrics on energy consumption or derive them from existing signals. For instance, Dynatrace has developed the Cost and Carbon Optimization app, a tool designed to measure, understand, and act on the energy consumption and carbon emissions generated by hybrid and multicloud infrastructures.

Software Engineering 147

Software Engineering Engineering Software Software 147

Scalegrid

JANUARY 25, 2024

You will need to know which monitoring metrics for Redis to watch and a tool to monitor these critical server metrics to ensure its health. Redis returns a big list of database metrics when you run the info command on the Redis shell. You can pick a smart selection of relevant metrics from these.

Metrics 130

Metrics Monitoring Latency Cache 130

Dynatrace

FEBRUARY 13, 2025

Refreshed look and feel The Dynatrace Community has long wished for a modern design, and thanks to the Dynatrace platform, its finally here. Extensions bring you a load of metrics. Knowing what each metric means is crucial to selecting the most suitable ones. Once again, Extensions comes in handy.

Transportation 147

Transportation Database Monitoring Metrics 147

Dynatrace

MARCH 22, 2021

To keep infrastructure and bare metal servers running smoothly, a long list of additional devices are used, such as UPS devices, rack cases that provide their own cooling, power sources, and other measures that are designed to prevent failures. Some SNMP-enabled devices are designed to report events on their own with so-called SNMP traps.

Metrics 246

Metrics Network Infrastructure Traffic 246

Dynatrace

MARCH 29, 2024

Check out the following related resources to learn more: Dynatrace announces support of Google Cloud’s AlloyDB for PostgreSQL metrics ingest – Blog Dynatrace has achieved Google Cloud Ready – AlloyDB designation in support of an extended integration to Google Cloud’s AlloyDB for PostgreSQL. Learn more.

Google 290

Google Innovation Cloud Analytics 290

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 264

Open Source Metrics Analytics Tuning 264

Dynatrace

MARCH 14, 2023

Amazon’s new general-purpose Linux for AWS is designed to provide a secure, stable, and high-performance execution environment to develop and run cloud applications. Dynatrace is proud to be an AWS launch partner in support of Amazon Linux 2023 (AL2023). How does Dynatrace help?

AWS 306

AWS Lambda Serverless Virtualization 306

The Netflix TechBlog

FEBRUARY 18, 2022

For a high RPS service like RENO that relies on several upstream systems as its traffic source and simultaneously produces heavy traffic for different internal and external downstream systems, it is important to have a strong combination of metrics, alerting and logging in place.

Systems 334

Systems Traffic Architecture Mobile 334

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 is designed to scale easily across the entire Kubernetes stack. Full stack observability gives you comprehensive observability across your entire stack, including Kubernetes clusters, logs, and more.

Availability 279

Availability Infrastructure Metrics Hardware 279

DZone

NOVEMBER 9, 2021

If you start catching bugs early, it will save you tons of time fixing them later.nn> Design reviewnnIt’s a very powerful tool when used in a good way. I really like what one of the smartest people with whom I worked said: “A good design is a design where you can see the code”. Metrics abstract you away from all details.

Software 245

Software Software Code Design 245

DZone

APRIL 14, 2023

This workshop is for you, designed to expand your knowledge and understanding of open-source observability tooling that is available to you today. Are you looking to get away from proprietary instrumentation? Are you interested in open-source observability, but lack the knowledge to just dive right in?

Open Source 278

Open Source Metrics Monitoring Design 278

DZone

JULY 2, 2024

This article takes a plunge into the comparative analysis of these two cult technologies, highlights the critical performance metrics concerning scalability considerations, and, through real-world use cases, gives you the clarity to confidently make an informed decision.

Scalability 264

Scalability Performance Benchmarking Games 264

Dynatrace

OCTOBER 8, 2020

Full integration with existing Dynatrace capabilities for AWS Lambda (for example, metric ingestion via AWS Cloud Watch). Fully integrated with existing Dynatrace capabilities for AWS Lambda, including metric ingestion via AWS Cloud Watch. Now let’s take a look how each of these advantages reveal themselves in Dynatrace.

Lambda 345

Lambda AWS Programming Serverless 345