Dynatrace

MAY 3, 2021

This is known as “security as code” — the constant implementation of systematic and widely communicated security practices throughout the entire software development life cycle. Willie Hicks discussed how Dynatrace Application Security helps organizations adopt a security-as-code approach. The security challenges of DevOps.

Code 160

Code DevOps Speed Government 160

Dynatrace

NOVEMBER 29, 2022

Infrastructure as code is a way to automate infrastructure provisioning and management. In this blog, I explore how Dynatrace has made cloud automation attainable—and repeatable—at scale by embracing the principles of infrastructure as code. Infrastructure-as-code. In response, Dynatrace introduced Monaco (Monitoring-as-code).

Infrastructure 174

Infrastructure Code Cloud DevOps 174

Percona

OCTOBER 12, 2023

It shows which code paths are more busy on the CPU in given samples. Kubernetes limitations In Linux, by default, performance system events can’t be collected by unprivileged users. In this blog post, we’ll review how to run Linux profilers such as perf and produce flame graphs on Kubernetes environments.

Code 112

Code Tuning C++ Benchmarking 112

CSS Wizardry

JUNE 30, 2023

Load and DOMContentLoaded are internal browser events—your users have no idea what a Load time even is. Equally, both DOMContentLoaded and Load aren’t just meaningless browser events, and once you understand what they actually signify, you can get some real insights as to your site’s runtime behaviour from each of them. That’s late!

Metrics 326

Metrics Google Monitoring Analytics 326

Dynatrace

NOVEMBER 28, 2023

Deploy stage In the deployment stage, the application code is typically deployed in an environment that mirrors the production environment. This step is crucial as this environment is used for the final validation and testing phase before the code is released into production. This approach effectively combats configuration drift.

Traffic 264

Traffic Best Practices Strategy Engineering 264

Dynatrace

APRIL 8, 2020

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. Any significant reduction in allocations will inevitably speed up your code. You can even look at the source code directly. .

Speed 165

Speed Code Java Lambda 165

Dynatrace

DECEMBER 18, 2023

T he testing stage plays a crucial role in ensuring the quality of newly built code through the execution of automated test cases. Testing includes integration tests, which assess whether the code functions as intended when interacting with other services and application functionalities.

Testing 253

Testing Best Practices Performance Testing Engineering 253

Dynatrace

APRIL 17, 2024

Perform is our company’s event once a year in Las Vegas, where our customers and partners visit us to learn more about our product and industry. However, it was my first time at Perform, and although I knew I would learn a thing or two in the next week, I was unaware of how beneficial taking part in this event would be.

Development 180

Development Performance Airlines Healthcare 180

DZone

AUGUST 12, 2019

In the previous entry to this series, we reviewed several techniques that help you to prevent event loop delays; however, even the best programmer makes mistakes. How to find out what part of your code is blocking the event loop threads? In the final part of the series, we are going to focus on troubleshooting event loop delays.

Performance 100

Performance Code Development Java 100

The Netflix TechBlog

MARCH 6, 2019

After receiving multiple requests from users and investigating a few profile formats, we opted to support the Trace Event Format. The complete documentation for the format can be found here , but in a nutshell, it consists of an ordered list of events. For now, FlameScope only supports Duration and Complete event types.

Storage 100

Storage Programming Code Efficiency 100

DZone

JULY 26, 2019

In the previous part of the series, we took a closer look at the event loop model. In this article, we are going to discuss several techniques that help you to prevent event loop delays. The causes of event loop delays can be divided into two categories.

Performance 100

Performance Code Java Development 100

Dynatrace

JULY 18, 2023

Dynatrace Configuration as Code enables complete automation of the Dynatrace platform’s configuration, ensuring that software is secure and reliable. With Configuration as Code, developers can manage their observability and security tasks with config files that can be developed alongside source code conveniently and at scale.

Best Practices 192

Best Practices Code Infrastructure Latency 192

DZone

JULY 25, 2019

Logging is a natural part of coding. Believe it or not, we’ve all programmed logging into our code. It’s not just your code that writes out log messages, every other piece of software does, from the operating system all the way up the stack. After all, who hasn’t written a “Hello World” program?

Programming 100

Programming DevOps Operating System Speed 100

Dynatrace

FEBRUARY 28, 2024

The Visual Resolution Path offers a chronological overview of events detected by Dynatrace across all components linked to the underlying issue. Additionally, align the action’s validation window with the timeframe derived from the recently completed test events.

DevOps 205

DevOps Metrics Engineering Analytics 205

Dynatrace

MARCH 27, 2024

Dynatrace integration with AWS AppFabric for security The AWS AppFabric for security feature fully manages the integrations with over 25 applications so customers can get started tracking application security in just a few clicks—no coding required. Let’s see a pie chart with the breakdown of log events per SaaS application.

AWS 248

AWS Analytics Government Monitoring 248

DZone

OCTOBER 23, 2023

Reference data sources don’t always require ACID transaction capabilities, rather need support for fast read queries often based on simple data access patterns, and event-driven architecture to ensure the target systems remain up-to-date.

AWS 266

AWS Performance Database Architecture 266

Dynatrace

FEBRUARY 1, 2024

From generating new code and boosting developer productivity to finding the root cause of performance issues with ease, the benefits of AI are numerous. The engineer can efficiently access this data via a natural language query in a CoPilot Notebook: “Summarize all MITRE security events of the last 72 hours.”

Artificial Intelligence 188

Artificial Intelligence Analytics Efficiency Database 188

Dynatrace

MARCH 27, 2024

Dynatrace ownership functionality supports configuration-as-code via its proprietary Monaco (Monitoring as code) CLI or Terraform. Based on the detected issue or event, a workflow can automatically retrieve the associated ownership teams during the execution. An example via Monaco can be found in this public GitHub repository.

Best Practices 201

Best Practices Azure Database Code 201

Dynatrace

FEBRUARY 9, 2024

Recent platform enhancements in the latest Dynatrace, including business events powered by Grail™, make accessing the goldmine of business data flowing through your IT systems easier than ever. Business events can come from many sources, including OneAgent®, external business systems, RUM sessions, or log files.

Processing 192

Processing Monitoring Analytics Games 192

Dynatrace

NOVEMBER 6, 2023

Kubernetes observability Helps to understand and troubleshoot the health and performance of your MicroShift deployments and optimize resources by providing out-of-the-box alerting and anomaly detection, automated root cause analysis, as well as metrics, events, and topology in context. Try it out with a free trial.

Retail 261

Retail Analytics Storage Cloud 261

Dynatrace

OCTOBER 10, 2023

The Dynatrace integration leverages native features and events that pass through the pipeline. Events serve as logic operators that can trigger or stop subsequent tasks within the pipeline. Push events : Configure your DevOps tool to dispatch deployment events at the inception of the deployment process.

Engineering 229

Engineering DevOps Innovation Strategy 229

Dynatrace

MARCH 28, 2024

Today, with greater focus on DevOps and developer observability, engineers spend 70%-75% of their time writing code and increasing product innovation. Causal AI is an AI technique that identifies the precise cause and effect of events or behavior.

C++ 187

C++ Artificial Intelligence DevOps Innovation 187

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. Davis CoPilot generative AI doesn’t only react to user inputs.

Best Practices 235

Best Practices Analytics Metrics Code 235

Dynatrace

NOVEMBER 17, 2023

Build stage General practice The build stage involves pulling the latest code, compiling it, and ensuring its proper functionality by running feature tests. Leverage Dynatrace features The instrumentation flow currently operates as follows: After code commits, a GitHub action is employed to trigger the workflow, utilizing the workflow API.

Innovation 225

Innovation Architecture Code Processing 225

Dynatrace

JULY 11, 2023

The TypeScript code snippet below is responsible for checking for threshold violations and for preparing all the violations in a result object for subsequent actions to follow up on: Figure 4. Conditional execution Raise events in case of disk capacity shortage! Create an alarm event for predicted shortages.

Metrics 206

Metrics Games Analytics Network 206

Dynatrace

NOVEMBER 6, 2023

But developers need code-level visibility and code-level data.” That’s not how I envision code-level observability,” Laifenfeld said. Laifenfeld argued that developers shouldn’t bear the burden of the additional workload when their focus is their code: “Learning Kubernetes as a developer is not easy,” she said.

Development 264

Development DevOps Programming Cloud 264

Dynatrace

AUGUST 18, 2022

Years later, a few configuration management solutions came into play that required heavy amounts of coding, but proved that the industry was moving toward compartmentalized automation solutions. These evaluations that I hard-coded into a script were now embedded into the back-end of Ansible’s modular approach.

Games 294

Games Monitoring Infrastructure DevOps 294

The Netflix TechBlog

FEBRUARY 26, 2024

It displays the average execution runtime, events per second, and estimated total CPU % for each program. bpftop simplifies the performance optimization process for eBPF programs by enabling an efficient cycle of benchmarking, code refinement, and immediate feedback.

Performance 174

Performance Benchmarking Programming Open Source 174

Particular Software

JUNE 7, 2017

Anybody can write code that will work for a few weeks or months, but what happens when that code is no longer your daily focus and the cobwebs of time start to sneak in? What if it's someone else's code? Complexity and coupling in your code can suck you into a slow death spiral toward the eventual Major Rewrite.

Architecture 68

Architecture Code Processing Systems 68

Dynatrace

MARCH 9, 2023

In turn, manual approaches to identifying code issues and troubleshooting are not scalable. ” Indeed, according to the 2023 Global CIO Report , 55% of respondents reported that they are often sacrificing code quality, reliability, or security to meet the demand for rapid software delivery. .

DevOps 235

DevOps Infrastructure Software Software 235

Dynatrace

JANUARY 17, 2023

Code changes are often required to refine observability data. This results in site reliability engineers nudging development teams to add resource attributes, endpoints, and tokens to their source code. Kubernetes workload pages offer resource analysis, lists of services, pods, events, and logs.

Analytics 283

Analytics Metrics Open Source Java 283

Dynatrace

JULY 24, 2023

Conventional data science approaches and analytics platforms can predict the correlation between an event and possible sources. But they often fall short when it comes to understanding why an event occurred. Causal AI draws on supporting data, such as relationships, dependencies, and other context among network entities and events.

Artificial Intelligence 218

Artificial Intelligence Analytics Network Metrics 218

Dynatrace

DECEMBER 12, 2023

For example, 73% of technology leaders are investing in AI to generate insight from observability, security, and business events data. The report indicates that 95% of technology leaders are concerned that using generative AI to create code could result in data leakage as well as improper or illegal use of intellectual property.

Artificial Intelligence 208

Artificial Intelligence DevOps Analytics Strategy 208

Dynatrace

AUGUST 16, 2021

Since becoming General Availability in the fall of 2019 , GitHub Actions has helped teams automate continuous integration and continuous delivery (CI/CD) workflows for code builds, tests, and deployments. Example #1 – Deploy application code to Kubernetes. Component levels information events such as releases and configuration changes.

Software 246

Software Software Open Source Azure 246

Dynatrace

MARCH 20, 2024

Identification The identification stage of application security monitoring involves discovering and pinpointing potential security weaknesses within an application’s code, configuration, or design. If a vulnerability remains undetected, the compromised code can allow attackers access to data they’re not authorized to have.

Monitoring 214

Monitoring Analytics Traffic Best Practices 214

The Netflix TechBlog

MAY 19, 2023

This blog post describes how I poked at /procto get a sense of what was going on, before posting the issue to the kernel mailing list and getting schooled on how the kernel’s wait code actually works! To find out why, let’s look at some kernel code. The wait code (i.e. persistConn).roundTrip(0xc000658fc0, 2610 +0x765 net/http.

Transportation 279

Transportation Code Processing AWS 279

Dynatrace

AUGUST 9, 2023

With up to 70% of security events going uninvestigated, security analysts need all the help they can get. After a security event, many organizations often don’t know for months (or even years) when why or how it happened. Teams must evolve to continuously create reliable, automated responses based on precise data-driven insights.

Analytics 220

Analytics Metrics Database Storage 220