Dynatrace

APRIL 7, 2022

One of these solutions is Micrometer which provides 17+ pre-instrumented JVM-based frameworks for data collection and enables instrumentation code with a vendor-neutral API. Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. That’s a large amount of data to handle.

Metrics 206

Metrics Latency Java Cache 206

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 179

Metrics Open Source Traffic Cache 179

Dynatrace

OCTOBER 15, 2021

Loosely defined, observability is the ability to understand what’s happening inside a system from the knowledge of the external data it produces, which are usually logs, metrics, and traces. This information is gathered from remote, often inaccessible points within your ecosystem and processed by some sort of tool or equipment.

Open Source 218

Open Source Metrics Cloud Transportation 218

Dynatrace

APRIL 7, 2022

One of these solutions is Micrometer which provides 17+ pre-instrumented JVM-based frameworks for data collection and enables instrumentation code with a vendor-neutral API. Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. That’s a large amount of data to handle.

Metrics 130

Metrics Latency Java Cache 130

Dynatrace

APRIL 7, 2022

One of these solutions is Micrometer which provides 17+ pre-instrumented JVM-based frameworks for data collection and enables instrumentation code with a vendor-neutral API. Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. That’s a large amount of data to handle.

Metrics 130

Metrics Latency Java Cache 130

DZone

APRIL 25, 2019

Code coverage is a metric indicating the percentage of lines of code that are executed when running automated tests, specifically unit and integration tests , for instance. It’s known that having automated tests as part of your build process improves the software quality and reduces the number of bugs.

Code 171

Code Metrics Testing Software 171

Dynatrace

FEBRUARY 21, 2024

Organizations can customize quality gate criteria to validate technical service-level objectives (SLOs) and business goals, ensuring early detection and resolution of code deficiencies. Automating quality gates is ideal, as it minimizes manually checking and validating key metrics throughout the SDLC.

Speed 206

Speed Software Software Latency 206

Dynatrace

FEBRUARY 3, 2021

In Part 1 we explored how you can use the Davis AI to analyze your StatsD metrics. Part 2 showed how to run multidimensional analysis for external metrics that are ingested via the OneAgent Metric API. In Part 3 we discussed how the Davis AI can analyze your metrics from scripting languages like Bash or PowerShell.

Metrics 162

Metrics Open Source Monitoring Technology 162

Percona

OCTOBER 12, 2023

It shows which code paths are more busy on the CPU in given samples. The kubectl-flame container has the hostPID option enabled, and this provides visibility of the underlying Kubernetes node process ID namespace to collect system events from running processes on the host. ✔ Launching profiler. ✔ Profiling.

Code 111

Code Tuning C++ Benchmarking 111

DZone

APRIL 16, 2021

Lines of code govern almost everything we do in our day-to-day activities. In an attempt to hold their place within the market, developers are having to speed their process up whilst delivering products of ever-increasing quality. Today, the demand for software is higher than ever. million developers worldwide.

Speed 278

Speed Software Software Metrics 278

Dynatrace

APRIL 21, 2021

Metrics that offer measurable, repeatable insight into the user experience from the moment they arrive on a website from a mobile or desktop device. Great user experiences start with Core Web Vitals (CWVs) — a set of metrics defined by Google to help measure user experience at scale. When do these metrics matter?

Metrics 134

Metrics Google Website Speed 134

Dynatrace

JUNE 12, 2020

Dynatrace has long provided automatic code-level performance monitoring for PHP applications with OneAgent. Automatically locate bottlenecks in your code. Full code-level visibility into your PHP CLI application. With the garbage collection and OPcache metrics, you now have visibility into how your application manages memory.

Code 133

Code Monitoring Database Metrics 133

Dynatrace

MAY 14, 2020

Dynatrace has been building automated distributed application instrumentation—without the need to modify source code—for over 15 years already. Dynatrace PurePath technology captures and analyzes transactions end to end across every tier of your application technology stack, from the browser all the way down to the code and database level.

Processing 153

Processing Hardware Traffic Storage 153

Dynatrace

FEBRUARY 28, 2024

Validation stage overview The validation stage is a crucial step in the CI/CD (Continuous Integration/Continuous Deployment) process. These prolonged processes not only strain resources but also introduce delays within the CI/CD pipeline, hampering the timely release of new features to end-users.

DevOps 202

DevOps Metrics Engineering Analytics 202

Dynatrace

APRIL 8, 2020

Garbage collection is slow if most objects survive the collection process. Optimize your code by finding and fixing the root cause of garbage collection problems. These details arm you with the knowledge necessary to find the respective code and remove unnecessary allocations. Let’s take a look at how this works. .

Speed 165

Speed Code Java Lambda 165

DZone

NOVEMBER 9, 2021

It’s much better to build your process around quality checks than retrofit these checks into the existent process. NIST did classic research to show that catching bugs at the beginning of the development process could be more than ten times cheaper than if a bug reaches production. Somebody looking at your code and saying “WTF?”

Software 245

Software Software Code Energy 245

The Netflix TechBlog

MAY 4, 2023

The second phase involves migrating the traffic over to the new systems in a manner that mitigates the risk of incidents while continually monitoring and confirming that we are meeting crucial metrics tracked at multiple levels. Dedicated Replay Service This approach centralizes the replay logic in an isolated, dedicated code base.

Traffic 339

Traffic Latency Tuning Systems 339

DZone

JUNE 15, 2023

In order to gain insight into these problems, we gather a range of metrics and logs to monitor the utilization of system resources such as CPU, memory, and application-specific latencies. It is worth noting that this data collection process does not impact the performance of the application.

Latency 246

Latency Storage Strategy Metrics 246

Tasktop

JULY 1, 2021

And like any process, you need meaningful data insights to understand how fast you’re delivering, what’s slowing you down and what you can do to improve. In this blog, you’ll learn the difference between DORA and Flow Metrics and how they complement each other. . DORA Metrics: Gold Standard for Releasing Code.

Metrics 59

Metrics DevOps Efficiency Software 59

Dynatrace

JULY 25, 2023

Davis CoPilot empowers users to effortlessly create queries, data dashboards, and data notebooks using natural language and provides coding suggestions for workflow automation, reflecting the unique attributes of each customer’s hybrid and multicloud ecosystem. Identify all user sessions that contain conversion metrics (using Smartscape).

Best Practices 233

Best Practices Analytics Metrics Code 233

Dynatrace

NOVEMBER 6, 2023

When an incident occurs, developers need to know what data to look at, where the incident occurred, and other relevant metrics. But developers need code-level visibility and code-level data.” That’s not how I envision code-level observability,” Laifenfeld said. KubeCon North America is this week.

Development 261

Development DevOps Programming Cloud 261

Dynatrace

DECEMBER 21, 2023

Evaluating these on three levels—data center, host, and application architecture (plus code)—is helpful. And while these examples were resolved by just asking a few questions, in many cases, the answers are more elusive, requiring real-time and historical drill-downs into the processes and dependencies specific to each host.

Cloud 208

Cloud Energy Best Practices Cache 208

Dynatrace

MARCH 18, 2024

For example, poorly written code can consume a lot of resources, or an application can make unnecessary calls to cloud services. Observability tools can provide insights into resource utilization metrics, such as CPU usage, memory usage, and network throughput. Suboptimal architecture design.

Best Practices 231

Best Practices Strategy Cloud AWS 231

Dynatrace

MAY 31, 2023

As a result, site reliability has emerged as a critical success metric for many organizations. By automating and accelerating the service-level objective (SLO) validation process and quickly reacting to regressions in service-level indicators (SLIs), SREs can speed up software delivery and innovation. Service-level objectives (SLOs).

Best Practices 222

Best Practices DevOps Latency Metrics 222

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. Prometheus in Kubernetes ?and

Technology 216

Technology Technology Metrics Infrastructure 216

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. Without this level of context, datasets become exponentially difficult to analyze and use for any effective or efficient DevSecOps processes.

DevOps 189

DevOps Engineering Artificial Intelligence Infrastructure 189

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 214

Open Source Analytics Metrics Cloud 214

Dynatrace

DECEMBER 27, 2022

By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. When organizations implement SLOs, they can improve software development processes and application performance. The performance SLO needs a custom SLI metric, which you can configure as follows.

Software 262

Software Software Benchmarking Latency 262

Dynatrace

NOVEMBER 3, 2023

Other aspects of the discipline — such as infrastructure as code, automation, and standardization — reduce extraneous manual processes to increase developer productivity. Increased security Secure coding practices are built into internal developer platforms (IDPs) from their inception.

Engineering 210

Engineering DevOps Software Engineering Scalability 210

Dynatrace

MARCH 20, 2024

Deploying software in Kubernetes is often viewed as a straightforward process—just use kubectl or a GitOps solution like ArgoCD to deploy a YAML file, and you’re all set, right? Changes in application code or configurations can impact performance metrics, affecting user experience and application functionality.

Open Source 267

Open Source Hardware DevOps Infrastructure 267

Tasktop

DECEMBER 12, 2022

In a world where agility and rapid feature delivery are crucial, sprawling, siloed organizations laden with top-down processes are at a disadvantage. This team was ripe for change, so they were chosen to pilot the organization’s agile transformation, using Flow Metrics to guide and measure their progress.

Metrics 52

Metrics Benchmarking Efficiency Speed 52

Dynatrace

SEPTEMBER 13, 2023

Using an interactive no/low code editor, you can create workflows or configure them as code. This process enables you to continuously evaluate software against predefined quality criteria and service level objectives (SLOs) in pre-production environments.

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

FEBRUARY 24, 2022

The Local self-monitoring environment collects and aggregates all the self-monitoring metrics that are captured from the other environments on the cluster. For example, a cluster utilization of 50% should allow you to roughly double the currently processed load before the cluster reaches its maximum capacity. trace processing?provides

Monitoring 194

Monitoring Metrics Analytics Processing 194

Dynatrace

JULY 31, 2020

Fully automated code-level visibility. Apart from its best-in-class observability capabilities like distributed traces, metrics, and logs, Dynatrace OneAgent additionally provides automatic deep code-level insights for Java,NET, Node.js, PHP, and Golang, without the need to change any application code or configuration.

Monitoring 230

Monitoring Performance Java Processing 230

Dynatrace

SEPTEMBER 9, 2022

Application modernization centers on bringing monolithic, on-premises applications — which IT teams usually update and maintain with waterfall development processes — into cloud architecture and release patterns. Document and benchmark existing applications, processes, and services. Why should organizations modernize applications?

Strategy 226

Strategy Benchmarking Serverless Infrastructure 226

Dynatrace

OCTOBER 31, 2023

This process also lacked an automated solution for vulnerability remediation. As a result, vulnerabilities were frequently being introduced into production, as their pre-release code reviews, being largely manual, were either fast or thorough, but rarely both. This made switching on Application Security fast and easy.

AWS 190

AWS Games Cloud Innovation 190

Dynatrace

FEBRUARY 17, 2022

So when people hear me explain things, it’s this process of convincing myself I completely understand it.”. There are stakeholders, dependencies, and end-users throughout the process. If you’re going to have an SLO, you should have a story in mind of why you’re setting up all these alerts and collecting all these metrics.

Technology 209

Technology Technology Cloud Infrastructure 209